Merge pull request #109 from xianyi/develop

rebase

CMakeLists.txt

@@ -6,7 +6,7 @@ cmake_minimum_required(VERSION 2.8.5)
 project(OpenBLAS C ASM)
 set(OpenBLAS_MAJOR_VERSION 0)
 set(OpenBLAS_MINOR_VERSION 3)
-set(OpenBLAS_PATCH_VERSION 11.dev)
+set(OpenBLAS_PATCH_VERSION 12.dev)
 set(OpenBLAS_VERSION "${OpenBLAS_MAJOR_VERSION}.${OpenBLAS_MINOR_VERSION}.${OpenBLAS_PATCH_VERSION}")
 
 # Adhere to GNU filesystem layout conventions

Changelog.txt

@@ -1,9 +1,36 @@
 OpenBLAS ChangeLog
+====================================================================
+Version 0.3.12
+ 24-Oct-2020
+
+common:
+	* Fixed missing BLAS/LAPACK functions (inadvertently dropped during
+	  the build system restructuring)
+	* Fixed argument conversion macro in LAPACKE_zgesvdq (LAPACK #458)
+
+POWER:
+	* Added optimized SCOPY/CCOPY kernels for POWER10
+	* Increased and unified the default size of the GEMM BUFFER
+	* Fixed building for POWER10 in DYNAMIC_ARCH mode
+	* POWER10 compatibility test now checks binutils version as well
+	* Cleaned up compiler warnings
+
+x86_64:
+	* corrected compiler version checks for AVX2 compatibility
+	* added compiler option -mavx2 for building with flang
+	* fixed direct SGEMM pathway for small matrix sizes (broken by
+	  the code refactoring in 0.3.11)
+	* fixed unhandled partial register clobbers in several kernels
+	  for AXPY,DOT,GEMV_N and GEMV_T flagged by gcc10 tree-vectorizer
+
+ARMV8:
+	* improved Apple Vortex support to include cross-compiling
+
 ====================================================================
 Version 0.3.11
  17-Oct-2020
 
- common:
+common:
  	* API change:
 	  the newly added BFLOAT16 functions were renamed to use the
 	  letter "B" instead of "H" to avoid potential confusion with
@@ -28,7 +55,7 @@ Version 0.3.11
 	* Makefile builds no longer misread NO_CBLAS=0 or NO_LAPACK=0 as 
 	  enabling these options
 	* Fixed detection of gfortran when invoked through an mpi wrapper
-	* Improve thread reinitialization performance with OpenMP xafter a fork 
+	* Improve thread reinitialization performance with OpenMP after a fork 
 	* Added support for building only the subset of the library required
 	  for a particular precision by specifying BUILD_SINGLE, BUILD_DOUBLE
 	* Optional function name prefixes and suffixes are now correctly
@@ -66,7 +93,6 @@ ARMV8:
 	* Fixed cpu detection on BSD-like systems
 	* Fixed compilation in -std=C18 mode
 
-
 IBM Z:
 	* Added support for compiling with the clang compiler
 	* Improved GEMM performance on Z14

Makefile.arm

@@ -12,3 +12,8 @@ ifeq ($(CORE), ARMV6)
 CCOMMON_OPT += -mfpu=vfp
 FCOMMON_OPT += -mfpu=vfp
 endif
+
+ifdef HAVE_NEON
+CCOMMON_OPT += -mfpu=neon
+FCOMMON_OPT += -mfpu=neon
+endif

Makefile.rule

@@ -3,7 +3,7 @@
 #
 
 # This library's version
-VERSION = 0.3.11.dev
+VERSION = 0.3.12.dev
 
 # If you set the suffix, the library name will be libopenblas_$(LIBNAMESUFFIX).a
 # and libopenblas_$(LIBNAMESUFFIX).so. Meanwhile, the soname in shared library
@@ -295,10 +295,13 @@ COMMON_PROF = -pg
 
 
 
-# the below is not yet configurable, use cmake if you need to build only select types
+# By default the library contains BLAS functions (and LAPACK if selected) for all input types.
-BUILD_SINGLE = 1
+# To build a smaller library supporting e.g. only single precision real (SGEMM etc.) or only
-BUILD_DOUBLE = 1
+# the functions for complex numbers, uncomment the desired type(s) below
-BUILD_COMPLEX = 1
+# BUILD_SINGLE = 1
-BUILD_COMPLEX16 = 1
+# BUILD_DOUBLE = 1
+# BUILD_COMPLEX = 1
+# BUILD_COMPLEX16 = 1
+#
 #  End of user configuration
 #

Makefile.system

@@ -319,6 +319,7 @@ ifeq ($(GCCVERSIONGTEQ7),1)
 else
 	GCCDUMPVERSION_PARAM := -dumpversion
 endif
+GCCMINORVERSIONGTEQ1 := $(shell expr `$(CC) $(GCCDUMPVERSION_PARAM) | cut -f2 -d.` \>= 1)
 GCCMINORVERSIONGTEQ2 := $(shell expr `$(CC) $(GCCDUMPVERSION_PARAM) | cut -f2 -d.` \>= 2)
 GCCMINORVERSIONGTEQ7 := $(shell expr `$(CC) $(GCCDUMPVERSION_PARAM) | cut -f2 -d.` \>= 7)
 endif
@@ -855,7 +856,7 @@ CCOMMON_OPT += -DF_INTERFACE_FLANG
 FCOMMON_OPT += -Mrecursive -Kieee
 ifeq ($(OSNAME), Linux)
 ifeq ($(ARCH), x86_64)
-FLANG_VENDOR := $(shell expr `$(FC) --version|cut -f 1 -d "."|head -1`)
+FLANG_VENDOR := $(shell `$(FC) --version|cut -f 1 -d "."|head -1`)
 ifeq ($(FLANG_VENDOR),AOCC)
 FCOMMON_OPT += -fno-unroll-loops
 endif

Makefile.x86_64

@@ -47,8 +47,6 @@ ifndef DYNAMIC_ARCH
 ifndef NO_AVX512
 ifeq ($(C_COMPILER), GCC)
 # cooperlake support was added in 10.1
-GCCVERSIONGTEQ10 := $(shell expr `$(CC) -dumpversion | cut -f1 -d.` \>= 10)
-GCCMINORVERSIONGTEQ1 := $(shell expr `$(CC) -dumpversion | cut -f2 -d.` \>= 1)
 ifeq ($(GCCVERSIONGTEQ10)$(GCCMINORVERSIONGTEQ1), 11)
 CCOMMON_OPT += -march=cooperlake
 FCOMMON_OPT += -march=cooperlake
@@ -73,10 +71,7 @@ ifndef DYNAMIC_ARCH
 ifndef NO_AVX2
 ifeq ($(C_COMPILER), GCC)
 # AVX2 support was added in 4.7.0
-GCCVERSIONGTEQ4 := $(shell expr `$(CC) -dumpversion | cut -f1 -d.` \>= 4)
+GCCVERSIONCHECK := $(GCCVERSIONGT4)$(GCCVERSIONGTEQ4)$(GCCMINORVERSIONGTEQ7)
-GCCVERSIONGTEQ5 := $(shell expr `$(CC) -dumpversion | cut -f1 -d.` \>= 5)
-GCCMINORVERSIONGTEQ7 := $(shell expr `$(CC) -dumpversion | cut -f2 -d.` \>= 7)
-GCCVERSIONCHECK := $(GCCVERSIONGTEQ5)$(GCCVERSIONGTEQ4)$(GCCMINORVERSIONGTEQ7)
 ifeq ($(GCCVERSIONCHECK), $(filter $(GCCVERSIONCHECK), 011 110 111))
 CCOMMON_OPT += -mavx2
 endif

benchmark/amax.c

@@ -25,125 +25,73 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef AMAX
 
 #ifdef COMPLEX
 #ifdef DOUBLE
-#define AMAX   BLASFUNC(dzamax)
+#define AMAX BLASFUNC(dzamax)
 #else
-#define AMAX   BLASFUNC(scamax)
+#define AMAX BLASFUNC(scamax)
 #endif
 #else
 #ifdef DOUBLE
-#define AMAX   BLASFUNC(damax)
+#define AMAX BLASFUNC(damax)
 #else
-#define AMAX   BLASFUNC(samax)
+#define AMAX BLASFUNC(samax)
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
+int main(int argc, char *argv[])
-
+{
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
-int main(int argc, char *argv[]){
 
   FLOAT *x;
   blasint m, i;
-  blasint inc_x=1;
+  blasint inc_x = 1;
   int loops = 1;
   int l;
   char *p;
 
+  int from = 1;
+  int to = 200;
+  int step = 1;
 
-  int from =   1;
+  double time1, timeg;
-  int to   = 200;
-  int step =   1;
 
-  struct timeval start, stop;
+  argc--;
-  double time1,timeg;
+  argv++;
 
-  argc--;argv++;
+  if (argc > 0)
+  {
+    from = atol(*argv);
+    argc--;
+    argv++;
+  }
+  if (argc > 0)
+  {
+    to = MAX(atol(*argv), from);
+    argc--;
+    argv++;
+  }
+  if (argc > 0)
+  {
+    step = atol(*argv);
+    argc--;
+    argv++;
+  }
 
-  if (argc > 0) { from     = atol(*argv);		argc--; argv++;}
+  if ((p = getenv("OPENBLAS_LOOPS")))
-  if (argc > 0) { to       = MAX(atol(*argv), from);	argc--; argv++;}
+    loops = atoi(p);
-  if (argc > 0) { step     = atol(*argv);		argc--; argv++;}
+  if ((p = getenv("OPENBLAS_INCX")))
+    inc_x = atoi(p);
 
-  if ((p = getenv("OPENBLAS_LOOPS")))  loops = atoi(p);
+  fprintf(stderr, "From : %3d  To : %3d Step = %3d Inc_x = %d Loops = %d\n", from, to, step, inc_x, loops);
-  if ((p = getenv("OPENBLAS_INCX")))   inc_x = atoi(p);
 
-  fprintf(stderr, "From : %3d  To : %3d Step = %3d Inc_x = %d Loops = %d\n", from, to, step,inc_x,loops);
+  if ((x = (FLOAT *)malloc(sizeof(FLOAT) * to * abs(inc_x) * COMPSIZE)) == NULL)
-
+  {
-  if (( x = (FLOAT *)malloc(sizeof(FLOAT) * to * abs(inc_x) * COMPSIZE)) == NULL){
+    fprintf(stderr, "Out of Memory!!\n");
-    fprintf(stderr,"Out of Memory!!\n");exit(1);
+    exit(1);
   }
 
 #ifdef __linux
@@ -152,37 +100,31 @@ int main(int argc, char *argv[]){
 
   fprintf(stderr, "   SIZE       Flops\n");
 
-  for(m = from; m <= to; m += step)
+  for (m = from; m <= to; m += step)
   {
 
-   timeg=0;
+    timeg = 0;
+    fprintf(stderr, " %6d : ", (int)m);
 
-   fprintf(stderr, " %6d : ", (int)m);
+    for (l = 0; l < loops; l++)
+    {
 
+      for (i = 0; i < m * COMPSIZE * abs(inc_x); i++)
+      {
+        x[i] = ((FLOAT)rand() / (FLOAT)RAND_MAX) - 0.5;
+      }
 
-   for (l=0; l<loops; l++)
+      begin();
-   {
+      AMAX(&m, x, &inc_x);
-
+      end();
-   	for(i = 0; i < m * COMPSIZE * abs(inc_x); i++){
+      timeg += getsec();
-			x[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
-   	}
-
-    	gettimeofday( &start, (struct timezone *)0);
-    	AMAX (&m, x, &inc_x);
-    	gettimeofday( &stop, (struct timezone *)0);
-
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
-
-	timeg += time1;
-
     }
 
     timeg /= loops;
 
     fprintf(stderr,
-	    " %10.2f MFlops %10.6f sec\n",
+            " %10.2f MFlops %10.6f sec\n",
-	    COMPSIZE * sizeof(FLOAT) * 1. * (double)m / timeg * 1.e-6, timeg);
+            COMPSIZE * sizeof(FLOAT) * 1. * (double)m / timeg * 1.e-6, timeg);
-
   }
 
   return 0;

benchmark/amin.c

@@ -25,124 +25,73 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef AMIN
 
 #ifdef COMPLEX
 #ifdef DOUBLE
-#define AMIN   BLASFUNC(dzamin)
+#define AMIN BLASFUNC(dzamin)
 #else
-#define AMIN   BLASFUNC(scamin)
+#define AMIN BLASFUNC(scamin)
 #endif
 #else
 #ifdef DOUBLE
-#define AMIN   BLASFUNC(damin)
+#define AMIN BLASFUNC(damin)
 #else
-#define AMIN   BLASFUNC(samin)
+#define AMIN BLASFUNC(samin)
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
+int main(int argc, char *argv[])
-
+{
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
-int main(int argc, char *argv[]){
 
   FLOAT *x;
   blasint m, i;
-  blasint inc_x=1;
+  blasint inc_x = 1;
   int loops = 1;
   int l;
   char *p;
 
-  int from =   1;
+  int from = 1;
-  int to   = 200;
+  int to = 200;
-  int step =   1;
+  int step = 1;
 
-  struct timeval start, stop;
+  double time1, timeg;
-  double time1,timeg;
 
-  argc--;argv++;
+  argc--;
+  argv++;
 
-  if (argc > 0) { from     = atol(*argv);		argc--; argv++;}
+  if (argc > 0)
-  if (argc > 0) { to       = MAX(atol(*argv), from);	argc--; argv++;}
+  {
-  if (argc > 0) { step     = atol(*argv);		argc--; argv++;}
+    from = atol(*argv);
+    argc--;
+    argv++;
+  }
+  if (argc > 0)
+  {
+    to = MAX(atol(*argv), from);
+    argc--;
+    argv++;
+  }
+  if (argc > 0)
+  {
+    step = atol(*argv);
+    argc--;
+    argv++;
+  }
 
-  if ((p = getenv("OPENBLAS_LOOPS")))  loops = atoi(p);
+  if ((p = getenv("OPENBLAS_LOOPS")))
-  if ((p = getenv("OPENBLAS_INCX")))   inc_x = atoi(p);
+    loops = atoi(p);
+  if ((p = getenv("OPENBLAS_INCX")))
+    inc_x = atoi(p);
 
-  fprintf(stderr, "From : %3d  To : %3d Step = %3d Inc_x = %d Loops = %d\n", from, to, step,inc_x,loops);
+  fprintf(stderr, "From : %3d  To : %3d Step = %3d Inc_x = %d Loops = %d\n", from, to, step, inc_x, loops);
 
-  if (( x = (FLOAT *)malloc(sizeof(FLOAT) * to * abs(inc_x) * COMPSIZE)) == NULL){
+  if ((x = (FLOAT *)malloc(sizeof(FLOAT) * to * abs(inc_x) * COMPSIZE)) == NULL)
-    fprintf(stderr,"Out of Memory!!\n");exit(1);
+  {
+    fprintf(stderr, "Out of Memory!!\n");
+    exit(1);
   }
 
 #ifdef __linux
@@ -151,39 +100,35 @@ int main(int argc, char *argv[]){
 
   fprintf(stderr, "   SIZE       Flops\n");
 
-  for(m = from; m <= to; m += step)
+  for (m = from; m <= to; m += step)
   {
 
-   timeg=0;
+    timeg = 0;
 
-   fprintf(stderr, " %6d : ", (int)m);
+    fprintf(stderr, " %6d : ", (int)m);
 
+    for (l = 0; l < loops; l++)
+    {
 
-   for (l=0; l<loops; l++)
+      for (i = 0; i < m * COMPSIZE * abs(inc_x); i++)
-   {
+      {
+        x[i] = ((FLOAT)rand() / (FLOAT)RAND_MAX) - 0.5;
+      }
 
-   	for(i = 0; i < m * COMPSIZE * abs(inc_x); i++){
+      begin();
-			x[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
-   	}
 
-    	gettimeofday( &start, (struct timezone *)0);
+      AMIN(&m, x, &inc_x);
 
-    	AMIN (&m, x, &inc_x);
+      end();
-
-    	gettimeofday( &stop, (struct timezone *)0);
-
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
-
-	timeg += time1;
 
+      timeg += getsec();
     }
 
     timeg /= loops;
 
     fprintf(stderr,
-	    " %10.2f MFlops %10.6f sec\n",
+            " %10.2f MFlops %10.6f sec\n",
-	    COMPSIZE * sizeof(FLOAT) * 1. * (double)m / timeg * 1.e-6, timeg);
+            COMPSIZE * sizeof(FLOAT) * 1. * (double)m / timeg * 1.e-6, timeg);
-
   }
 
   return 0;

benchmark/asum.c

@@ -25,132 +25,74 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef ASUM
 
 #ifdef COMPLEX
 #ifdef DOUBLE
-#define ASUM   BLASFUNC(dzasum)
+#define ASUM BLASFUNC(dzasum)
 #else
-#define ASUM   BLASFUNC(scasum)
+#define ASUM BLASFUNC(scasum)
 #endif
 #else
 #ifdef DOUBLE
-#define ASUM   BLASFUNC(dasum)
+#define ASUM BLASFUNC(dasum)
 #else
-#define ASUM   BLASFUNC(sasum)
+#define ASUM BLASFUNC(sasum)
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
+int main(int argc, char *argv[])
-
+{
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
-int main(int argc, char *argv[]){
 
   FLOAT *x;
   FLOAT result;
   blasint m, i;
-  blasint inc_x=1;
+  blasint inc_x = 1;
   int loops = 1;
   int l;
   char *p;
 
-  int from =   1;
+  int from = 1;
-  int to   = 200;
+  int to = 200;
-  int step =   1;
+  int step = 1;
-
-#if defined(__WIN32__) || defined(__WIN64__) || !defined(_POSIX_TIMERS)
-  struct timeval start, stop;
-  double time1,timeg;
-#else
-  struct timespec start = { 0, 0 }, stop = { 0, 0 };
   double time1, timeg;
-#endif
 
-  argc--;argv++;
+  argc--;
+  argv++;
 
-  if (argc > 0) { from     = atol(*argv);		argc--; argv++;}
+  if (argc > 0)
-  if (argc > 0) { to       = MAX(atol(*argv), from);	argc--; argv++;}
+  {
-  if (argc > 0) { step     = atol(*argv);		argc--; argv++;}
+    from = atol(*argv);
-
+    argc--;
-  if ((p = getenv("OPENBLAS_LOOPS")))  loops = atoi(p);
+    argv++;
-  if ((p = getenv("OPENBLAS_INCX")))   inc_x = atoi(p);
+  }
-
+  if (argc > 0)
-  fprintf(stderr, "From : %3d  To : %3d Step = %3d Inc_x = %d Loops = %d\n", from, to, step,inc_x,loops);
+  {
-
+    to = MAX(atol(*argv), from);
-  if (( x = (FLOAT *)malloc(sizeof(FLOAT) * to * abs(inc_x) * COMPSIZE)) == NULL){
+    argc--;
-    fprintf(stderr,"Out of Memory!!\n");exit(1);
+    argv++;
+  }
+  if (argc > 0)
+  {
+    step = atol(*argv);
+    argc--;
+    argv++;
   }
 
+  if ((p = getenv("OPENBLAS_LOOPS")))
+    loops = atoi(p);
+  if ((p = getenv("OPENBLAS_INCX")))
+    inc_x = atoi(p);
+
+  fprintf(stderr, "From : %3d  To : %3d Step = %3d Inc_x = %d Loops = %d\n", from, to, step, inc_x, loops);
+
+  if ((x = (FLOAT *)malloc(sizeof(FLOAT) * to * abs(inc_x) * COMPSIZE)) == NULL)
+  {
+    fprintf(stderr, "Out of Memory!!\n");
+    exit(1);
+  }
 
 #ifdef __linux
   srandom(getpid());
@@ -158,45 +100,33 @@ int main(int argc, char *argv[]){
 
   fprintf(stderr, "   SIZE       Flops\n");
 
-  for(m = from; m <= to; m += step)
+  for (m = from; m <= to; m += step)
   {
 
-   timeg=0;
+    timeg = 0;
 
-   fprintf(stderr, " %6d : ", (int)m);
+    fprintf(stderr, " %6d : ", (int)m);
 
-   for (l=0; l<loops; l++)
+    for (l = 0; l < loops; l++)
-   {
+    {
-
-   	for(i = 0; i < m * COMPSIZE * abs(inc_x); i++){
-			x[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
-   	}
-#if defined(__WIN32__) || defined(__WIN64__) || !defined(_POSIX_TIMERS)
-    	gettimeofday( &start, (struct timezone *)0);
-#else
-        clock_gettime(CLOCK_REALTIME, &start);
-#endif
-    	result = ASUM (&m, x, &inc_x);
-#if defined(__WIN32__) || defined(__WIN64__) || !defined(_POSIX_TIMERS)
-    	clock_gettime(CLOCK_REALTIME, &stop);
-   	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
-#else
-  	gettimeofday( &stop, (struct timezone *)0);
-        time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_nsec - start.tv_nsec)) / 1.e9;
-#endif
-
-	timeg += time1;
 
+      for (i = 0; i < m * COMPSIZE * abs(inc_x); i++)
+      {
+        x[i] = ((FLOAT)rand() / (FLOAT)RAND_MAX) - 0.5;
+      }
+      begin();
+      result = ASUM(&m, x, &inc_x);
+      end();
+      timeg += getsec();
     }
-if (loops >1)
+    if (loops > 1)
-    timeg /= loops;
+      timeg /= loops;
 
 #ifdef COMPLEX
     fprintf(stderr, " %10.2f MFlops %10.6f sec\n", 4. * (double)m / timeg * 1.e-6, timeg);
 #else
     fprintf(stderr, " %10.2f MFlops %10.6f sec\n", 2. * (double)m / timeg * 1.e-6, timeg);
 #endif
-
   }
 
   return 0;

benchmark/axpby.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef AXPBY
 
@@ -49,71 +43,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-             (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-             SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x, *y;
@@ -129,7 +58,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -176,16 +104,10 @@ int main(int argc, char *argv[]){
 
     for (l=0; l<loops; l++)
     {
-        gettimeofday( &start, (struct timezone *)0);
+        begin();
-
         AXPBY (&m, alpha, x, &inc_x, beta, y, &inc_y );
-
+        end();
-        gettimeofday( &stop, (struct timezone *)0);
+        timeg += getsec();
-
-        time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
-
-        timeg += time1;
-
     }
 
     timeg /= loops;

benchmark/axpy.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef AXPY
 
@@ -49,71 +43,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x, *y;
@@ -127,8 +56,6 @@ int main(int argc, char *argv[]){
   int from =   1;
   int to   = 200;
   int step =   1;
-
-  struct timespec start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -175,13 +102,13 @@ int main(int argc, char *argv[]){
    	for(i = 0; i < m * COMPSIZE * abs(inc_y); i++){
 			y[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
-    	clock_gettime( CLOCK_REALTIME, &start);
+    	begin();
 
     	AXPY (&m, alpha, x, &inc_x, y, &inc_y );
 
-    	clock_gettime( CLOCK_REALTIME, &stop);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_nsec - start.tv_nsec)) * 1.e-9;
+    	time1 = getsec();
 
 	timeg += time1;
 

benchmark/bench.h

@@ -0,0 +1,104 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include <time.h>
+#ifdef __CYGWIN32__
+#include <sys/time.h>
+#endif
+#include "common.h"
+
+#if defined(__WIN32__) || defined(__WIN64__)
+
+#ifndef DELTA_EPOCH_IN_MICROSECS
+#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
+#endif
+
+int gettimeofday(struct timeval *tv, void *tz){
+
+  FILETIME ft;
+  unsigned __int64 tmpres = 0;
+  static int tzflag;
+
+  if (NULL != tv)
+    {
+      GetSystemTimeAsFileTime(&ft);
+
+      tmpres |= ft.dwHighDateTime;
+      tmpres <<= 32;
+      tmpres |= ft.dwLowDateTime;
+
+      /*converting file time to unix epoch*/
+      tmpres /= 10;  /*convert into microseconds*/
+      tmpres -= DELTA_EPOCH_IN_MICROSECS;
+      tv->tv_sec = (long)(tmpres / 1000000UL);
+      tv->tv_usec = (long)(tmpres % 1000000UL);
+    }
+
+  return 0;
+}
+
+#endif
+
+#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
+
+static void *huge_malloc(BLASLONG size){
+  int shmid;
+  void *address;
+
+#ifndef SHM_HUGETLB
+#define SHM_HUGETLB 04000
+#endif
+
+  if ((shmid =shmget(IPC_PRIVATE,
+		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
+		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
+    printf( "Memory allocation failed(shmget).\n");
+    exit(1);
+  }
+
+  address = shmat(shmid, NULL, SHM_RND);
+
+  if ((BLASLONG)address == -1){
+    printf( "Memory allocation failed(shmat).\n");
+    exit(1);
+  }
+
+  shmctl(shmid, IPC_RMID, 0);
+
+  return address;
+}
+
+
+#define malloc huge_malloc
+
+#endif
+
+#if defined(__WIN32__) || defined(__WIN64__) || !defined(_POSIX_TIMERS)
+  struct timeval start, stop;
+#else
+  struct timespec start = { 0, 0 }, stop = { 0, 0 };
+#endif
+
+double getsec()
+{
+#if defined(__WIN32__) || defined(__WIN64__) || !defined(_POSIX_TIMERS)
+    return (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+#else
+    return (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_nsec - start.tv_nsec)) * 1.e-9;
+#endif
+}
+
+void begin() {
+#if defined(__WIN32__) || defined(__WIN64__) || !defined(_POSIX_TIMERS)
+    gettimeofday( &start, (struct timezone *)0);
+#else
+    clock_gettime(CLOCK_REALTIME, &start);
+#endif
+}
+
+void end() {
+#if defined(__WIN32__) || defined(__WIN64__) || !defined(_POSIX_TIMERS)
+    gettimeofday( &stop, (struct timezone *)0);
+#else
+    clock_gettime(CLOCK_REALTIME, &stop);
+#endif
+}

benchmark/cholesky.c

@@ -36,12 +36,7 @@
 /* or implied, of The University of Texas at Austin.                 */
 /*********************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 double fabs(double);
 
@@ -71,41 +66,6 @@ double fabs(double);
 #endif
 #endif
 
-
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-
 static __inline double getmflops(int ratio, int m, double secs){
 
   double mm = (double)m;
@@ -145,7 +105,6 @@ int main(int argc, char *argv[]){
 
   FLOAT maxerr;
 
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -220,20 +179,19 @@ int main(int argc, char *argv[]){
 
       SYRK(uplo[uplos], trans[uplos], &m, &m, alpha, a, &m, beta, b, &m);
 
-      gettimeofday( &start, (struct timezone *)0);
+      begin();
 
       POTRF(uplo[uplos], &m, b, &m, &info);
 
-      gettimeofday( &stop, (struct timezone *)0);
+      end();
 
       if (info != 0) {
 	fprintf(stderr, "Info = %d\n", info);
 	exit(1);
       }
 
-     time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+     time1 = getsec();
 
-      maxerr = 0.;
 
       if (!(uplos & 1)) {
 	for (j = 0; j < m; j++) {

benchmark/copy.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef COPY
 
@@ -49,71 +43,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x, *y;
@@ -128,11 +57,9 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1 = 0.0, timeg = 0.0;
   long nanos = 0;
   time_t seconds = 0;
-  struct timespec time_start = { 0, 0 }, time_end = { 0, 0 };
 
   argc--;argv++;
 
@@ -176,15 +103,10 @@ int main(int argc, char *argv[]){
 
    for (l=0; l<loops; l++)
    {
-       clock_gettime(CLOCK_REALTIME, &time_start);
+       begin();
        COPY (&m, x, &inc_x, y, &inc_y );
-       clock_gettime(CLOCK_REALTIME, &time_end);
+       end();
-
+       timeg += getsec();
-       nanos = time_end.tv_nsec - time_start.tv_nsec;
-       seconds = time_end.tv_sec - time_start.tv_sec;
-
-       time1 = seconds + nanos / 1.e9;
-       timeg += time1;
    }
 
       timeg /= loops;

benchmark/dot.c

@@ -25,89 +25,16 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef DOT
 
-
 #ifdef DOUBLE
 #define DOT   BLASFUNC(ddot)
 #else
 #define DOT   BLASFUNC(sdot)
 #endif
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x, *y;
@@ -122,7 +49,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -169,15 +95,12 @@ int main(int argc, char *argv[]){
    	for(i = 0; i < m * COMPSIZE * abs(inc_y); i++){
 			y[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	result = DOT (&m, x, &inc_x, y, &inc_y );
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
-
+	    timeg += getsec();
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
-
-	timeg += time1;
 
     }
 

benchmark/geev.c

@@ -36,13 +36,7 @@
 /* or implied, of The University of Texas at Austin.                 */
 /*********************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef GEEV
 
@@ -74,71 +68,6 @@ extern void GEEV( char* jobvl, char* jobvr, blasint* n, FLOAT* a,
                 FLOAT* vr, blasint* ldvr, FLOAT* work, blasint* lwork, FLOAT *rwork, blasint* info );
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a,*vl,*vr,*wi,*wr,*work,*rwork;
@@ -154,7 +83,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -223,7 +151,7 @@ int main(int argc, char *argv[]){
   for(m = from; m <= to; m += step){
 
     fprintf(stderr, " %6d : ", (int)m);
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     lwork = -1;
 #ifndef COMPLEX
@@ -239,14 +167,14 @@ int main(int argc, char *argv[]){
     GEEV (&job, &jobr, &m, a, &m, wr, vl, &m, vr, &m, work, &lwork,rwork, &info);
 #endif
 
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
 
     if (info) {
       fprintf(stderr, "failed to compute eigenvalues .. %d\n", info);
       exit(1);
     }
 
-    time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    time1 = getsec();
 
     fprintf(stderr,
 	    " %10.2f MFlops : %10.2f Sec : %d\n",

benchmark/gemm.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef GEMM
 
@@ -55,71 +49,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   IFLOAT *a, *b;
@@ -139,7 +68,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1, timeg;
 
   argc--;argv++;
@@ -228,14 +156,14 @@ int main(int argc, char *argv[]){
     ldc = m;
 
     fprintf(stderr, " M=%4d, N=%4d, K=%4d : ", (int)m, (int)n, (int)k);
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     for (j=0; j<loops; j++) {
       GEMM (&transa, &transb, &m, &n, &k, alpha, a, &lda, b, &ldb, beta, c, &ldc);
     }
 
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
-    time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    time1 = getsec();
 
     timeg = time1/loops;
     fprintf(stderr,

benchmark/gemm3m.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef GEMM
 
@@ -53,71 +47,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *b, *c;
@@ -133,7 +62,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -187,16 +115,12 @@ int main(int argc, char *argv[]){
       		}
     	}
 
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	GEMM (&trans, &trans, &m, &m, &m, alpha, a, &m, b, &m, beta, c, &m );
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
-
+	    timeg += getsec();
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
-
-	timeg += time1;
-
     }
 
     timeg /= loops;

benchmark/gemv.c

@@ -25,12 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 
 #undef GEMV
@@ -52,72 +47,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 
 #endif
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *x, *y;
@@ -137,7 +66,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -211,10 +139,10 @@ int main(int argc, char *argv[]){
    			for(i = 0; i < m * COMPSIZE * abs(inc_y); i++){
 				y[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    			}
-    			gettimeofday( &start, (struct timezone *)0);
+    			begin();
     			GEMV (&trans, &m, &n, alpha, a, &m, x, &inc_x, beta, y, &inc_y );
-    			gettimeofday( &stop, (struct timezone *)0);
+    			end();
-    			time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    			time1 = getsec();
 			timeg += time1;
 
     		}
@@ -248,10 +176,10 @@ int main(int argc, char *argv[]){
    			for(i = 0; i < m * COMPSIZE * abs(inc_y); i++){
 				y[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    			}
-    			gettimeofday( &start, (struct timezone *)0);
+    			begin();
     			GEMV (&trans, &m, &n, alpha, a, &m, x, &inc_x, beta, y, &inc_y );
-    			gettimeofday( &stop, (struct timezone *)0);
+    			end();
-    			time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    			time1 = getsec();
 			timeg += time1;
 
     		}

benchmark/ger.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef GER
 
@@ -49,72 +43,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 #endif
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *x, *y;
@@ -131,7 +59,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -198,16 +125,13 @@ int main(int argc, char *argv[]){
     for (l=0; l<loops; l++)
     {
 
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	GER (&m, &n, alpha, x, &inc_x, y, &inc_y, a , &m);
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
-
+      
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+      timeg += getsec();
-
-	timeg += time1;
-
     }
 
     timeg /= loops;

benchmark/gesv.c

@@ -36,12 +36,7 @@
 /* or implied, of The University of Texas at Austin.                 */
 /*********************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 double fabs(double);
 
@@ -66,71 +61,6 @@ double fabs(double);
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *b;
@@ -142,7 +72,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -194,22 +123,18 @@ int main(int argc, char *argv[]){
       }
     }
 
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     GESV (&m, &m, a, &m, ipiv, b, &m,  &info);
 
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
-
-
-    time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
-
 
+    time1 = getsec();
 
     fprintf(stderr,
 	    "%10.2f MFlops %10.6f s\n",
 	    COMPSIZE * COMPSIZE * (2. / 3. * (double)m * (double)m * (double)m + 2. * (double)m * (double)m * (double)m ) / (time1) * 1.e-6 , time1);
 
-
   }
 
   return 0;

benchmark/getri.c

@@ -36,12 +36,7 @@
 /* or implied, of The University of Texas at Austin.                 */
 /*********************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 #undef GETRF
 #undef GETRI
@@ -72,71 +67,6 @@
 
 extern void GETRI(blasint *m, FLOAT *a, blasint *lda, blasint *ipiv, FLOAT *work, blasint *lwork, blasint *info);
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a,*work;
@@ -148,7 +78,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -205,21 +134,21 @@ int main(int argc, char *argv[]){
       exit(1);
     }
 
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     lwork = -1;
     GETRI(&m, a, &m, ipiv, wkopt, &lwork, &info);
 
     lwork = (blasint)wkopt[0];
     GETRI(&m, a, &m, ipiv, work, &lwork, &info);
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
 
     if (info) {
       fprintf(stderr, "failed compute inverse matrix .. %d\n", info);
       exit(1);
     }
 
-    time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    time1 = getsec();
 
     fprintf(stderr,
 	    " %10.2f MFlops : %10.2f Sec : %d\n",

benchmark/hbmv.c

@@ -25,89 +25,16 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef HBMV
 
-
 #ifdef DOUBLE
 #define HBMV   BLASFUNC(zhbmv)
 #else
 #define HBMV   BLASFUNC(chbmv)
 #endif
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz) {
-
-    FILETIME ft;
-    unsigned __int64 tmpres = 0;
-    static int tzflag;
-
-    if (NULL != tv)
-    {
-        GetSystemTimeAsFileTime(&ft);
-
-        tmpres |= ft.dwHighDateTime;
-        tmpres <<= 32;
-        tmpres |= ft.dwLowDateTime;
-
-        /*converting file time to unix epoch*/
-        tmpres /= 10;  /*convert into microseconds*/
-        tmpres -= DELTA_EPOCH_IN_MICROSECS;
-        tv->tv_sec = (long)(tmpres / 1000000UL);
-        tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-    return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size) {
-    int shmid;
-    void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-    if ((shmid =shmget(IPC_PRIVATE,
-                (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-                SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-        printf( "Memory allocation failed(shmget).\n");
-        exit(1);
-    }
-
-    address = shmat(shmid, NULL, SHM_RND);
-
-    if ((BLASLONG)address == -1){
-        printf( "Memory allocation failed(shmat).\n");
-        exit(1);
-    }
-
-    shmctl(shmid, IPC_RMID, 0);
-
-    return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
     FLOAT *a, *x, *y;
@@ -125,7 +52,6 @@ int main(int argc, char *argv[]){
     int to   = 200;
     int step =   1;
 
-    struct timeval start, stop;
     double time1,timeg;
 
     argc--;argv++;
@@ -186,15 +112,13 @@ int main(int argc, char *argv[]){
             y[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
         }
 
-        gettimeofday( &start, (struct timezone *)0);
+        begin();
 
         HBMV (&uplo, &m, &k, alpha, a, &m, x, &inc_x, beta, y, &inc_y );
 
-        gettimeofday( &stop, (struct timezone *)0);
+        end();
 
-        time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+        timeg += getsec();
-
-        timeg += time1;
 
     }
 

benchmark/hemm.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef HEMM
 
@@ -41,72 +35,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #define HEMM   BLASFUNC(chemm)
 #endif
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *b, *c;
@@ -126,7 +54,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -170,13 +97,13 @@ int main(int argc, char *argv[]){
       }
     }
 
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     HEMM (&side, &uplo, &m, &m, alpha, a, &m, b, &m, beta, c, &m );
 
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
 
-    time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    time1 = getsec();
 
     fprintf(stderr,
 	    " %10.2f MFlops\n",

benchmark/hemv.c

@@ -25,89 +25,16 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef HEMV
 
-
 #ifdef DOUBLE
 #define HEMV   BLASFUNC(zhemv)
 #else
 #define HEMV   BLASFUNC(chemv)
 #endif
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *x, *y;
@@ -124,7 +51,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -182,13 +108,13 @@ int main(int argc, char *argv[]){
    	for(i = 0; i < m * COMPSIZE * abs(inc_y); i++){
 			y[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	HEMV (&uplo, &m, alpha, a, &m, x, &inc_x, beta, y, &inc_y );
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	timeg += time1;
 

benchmark/her.c

@@ -25,89 +25,16 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef HER
 
-
 #ifdef DOUBLE
 #define HER   BLASFUNC(zher)
 #else
 #define HER   BLASFUNC(cher)
 #endif
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-    FILETIME ft;
-    unsigned __int64 tmpres = 0;
-    static int tzflag;
-
-    if (NULL != tv)
-    {
-        GetSystemTimeAsFileTime(&ft);
-
-        tmpres |= ft.dwHighDateTime;
-        tmpres <<= 32;
-        tmpres |= ft.dwLowDateTime;
-
-        /*converting file time to unix epoch*/
-        tmpres /= 10;  /*convert into microseconds*/
-        tmpres -= DELTA_EPOCH_IN_MICROSECS;
-        tv->tv_sec = (long)(tmpres / 1000000UL);
-        tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-    return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
     FLOAT *a, *x;
@@ -126,8 +53,6 @@ int main(int argc, char *argv[]){
     int from =   1;
     int to   = 200;
     int step =   1;
-
-    struct timeval start, stop;
     double time1;
 
     argc--;argv++;
@@ -166,15 +91,13 @@ int main(int argc, char *argv[]){
             x[ (long)j * COMPSIZE] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
         }
 
-        gettimeofday( &start, (struct timezone *)0);
+        begin();
 
         HER (&uplo, &m, alpha, x, &incx, a, &m );
 
-        gettimeofday( &stop, (struct timezone *)0);
+        end();
 
-        time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+        time1 = getsec();
-
-        gettimeofday( &start, (struct timezone *)0);
 
         fprintf(stderr,
                 " %10.2f MFlops\n",

benchmark/her2.c

@@ -25,89 +25,16 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef HER2
 
-
 #ifdef DOUBLE
 #define HER2   BLASFUNC(zher2)
 #else
 #define HER2   BLASFUNC(cher2)
 #endif
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-    FILETIME ft;
-    unsigned __int64 tmpres = 0;
-    static int tzflag;
-
-    if (NULL != tv)
-    {
-        GetSystemTimeAsFileTime(&ft);
-
-        tmpres |= ft.dwHighDateTime;
-        tmpres <<= 32;
-        tmpres |= ft.dwLowDateTime;
-
-        /*converting file time to unix epoch*/
-        tmpres /= 10;  /*convert into microseconds*/
-        tmpres -= DELTA_EPOCH_IN_MICROSECS;
-        tv->tv_sec = (long)(tmpres / 1000000UL);
-        tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-    return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
     FLOAT *a, *x, *y;
@@ -127,7 +54,6 @@ int main(int argc, char *argv[]){
     int to   = 200;
     int step =   1;
 
-    struct timeval start, stop;
     double time1;
 
     argc--;argv++;
@@ -169,16 +95,13 @@ int main(int argc, char *argv[]){
             y[ (long)j * COMPSIZE] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
         }
 
-        gettimeofday( &start, (struct timezone *)0);
+        begin();
-
 
         HER2 (&uplo, &m, alpha, x, &inc, y, &inc, a, &m );
 
-        gettimeofday( &stop, (struct timezone *)0);
+        end();
 
-        time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+        time1 = getsec();
-
-        gettimeofday( &start, (struct timezone *)0);
 
         fprintf(stderr,
                 " %10.2f MFlops\n",

benchmark/her2k.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef HER2K
 #ifdef DOUBLE
@@ -40,72 +34,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #define HER2K   BLASFUNC(cher2k)
 #endif
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *b, *c;
@@ -125,7 +53,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -169,13 +96,13 @@ int main(int argc, char *argv[]){
       }
     }
 
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     HER2K (&uplo, &trans, &m, &m, alpha, a, &m, b, &m, beta, c, &m );
 
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
 
-    time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    time1 = getsec();
 
     fprintf(stderr,
 	    " %10.2f MFlops\n",

benchmark/herk.c

@@ -25,89 +25,16 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef HERK
 
-
 #ifdef DOUBLE
 #define HERK   BLASFUNC(zherk)
 #else
 #define HERK   BLASFUNC(cherk)
 #endif
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *c;
@@ -127,7 +54,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -167,18 +93,17 @@ int main(int argc, char *argv[]){
       }
     }
 
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     HERK (&uplo, &trans, &m, &m, alpha, a, &m, beta, c, &m );
 
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
 
-    time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    time1 = getsec();
 
     fprintf(stderr,
 	    " %10.2f MFlops\n",
 	    COMPSIZE * COMPSIZE * 1. * (double)m * (double)m * (double)m / time1 * 1.e-6);
-
   }
 
   return 0;

benchmark/hpmv.c

@@ -25,89 +25,16 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef HPMV
 
-
 #ifdef DOUBLE
 #define HPMV   BLASFUNC(zhpmv)
 #else
 #define HPMV   BLASFUNC(chpmv)
 #endif
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz) {
-
-    FILETIME ft;
-    unsigned __int64 tmpres = 0;
-    static int tzflag;
-
-    if (NULL != tv)
-    {
-        GetSystemTimeAsFileTime(&ft);
-
-        tmpres |= ft.dwHighDateTime;
-        tmpres <<= 32;
-        tmpres |= ft.dwLowDateTime;
-
-        /*converting file time to unix epoch*/
-        tmpres /= 10;  /*convert into microseconds*/
-        tmpres -= DELTA_EPOCH_IN_MICROSECS;
-        tv->tv_sec = (long)(tmpres / 1000000UL);
-        tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-    return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size) {
-    int shmid;
-    void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-    if ((shmid =shmget(IPC_PRIVATE,
-                (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-                SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-        printf( "Memory allocation failed(shmget).\n");
-        exit(1);
-    }
-
-    address = shmat(shmid, NULL, SHM_RND);
-
-    if ((BLASLONG)address == -1){
-        printf( "Memory allocation failed(shmat).\n");
-        exit(1);
-    }
-
-    shmctl(shmid, IPC_RMID, 0);
-
-    return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
     FLOAT *a, *x, *y;
@@ -124,7 +51,6 @@ int main(int argc, char *argv[]){
     int to   = 200;
     int step =   1;
 
-    struct timeval start, stop;
     double time1,timeg;
 
     argc--;argv++;
@@ -183,13 +109,13 @@ int main(int argc, char *argv[]){
             y[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
         }
 
-        gettimeofday( &start, (struct timezone *)0);
+        begin();
 
         HPMV (&uplo, &m, alpha, a, x, &inc_x, beta, y, &inc_y );
 
-        gettimeofday( &stop, (struct timezone *)0);
+        end();
 
-        time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+        time1 = getsec();
 
         timeg += time1;
 

benchmark/iamax.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef IAMAX
 
@@ -49,71 +43,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x;
@@ -127,7 +56,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -166,13 +94,13 @@ int main(int argc, char *argv[]){
 			x[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
 
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	IAMAX (&m, x, &inc_x);
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	timeg += time1;
 

benchmark/iamin.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef IAMIN
 
@@ -49,71 +43,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x;
@@ -127,7 +56,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -166,13 +94,13 @@ int main(int argc, char *argv[]){
 			x[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
 
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	IAMIN (&m, x, &inc_x);
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	timeg += time1;
 

benchmark/imax.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef IMAX
 
@@ -43,71 +37,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x;
@@ -121,7 +50,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -160,13 +88,13 @@ int main(int argc, char *argv[]){
 			x[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
 
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	IMAX (&m, x, &inc_x);
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	timeg += time1;
 

benchmark/imin.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef IMIN
 
@@ -43,71 +37,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x;
@@ -121,7 +50,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -160,13 +88,13 @@ int main(int argc, char *argv[]){
 			x[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
 
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	IMIN (&m, x, &inc_x);
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	timeg += time1;
 

benchmark/linpack.c

@@ -36,12 +36,7 @@
 /* or implied, of The University of Texas at Austin.                 */
 /*********************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 double fabs(double);
 
@@ -72,71 +67,6 @@ double fabs(double);
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *b;
@@ -151,7 +81,6 @@ int main(int argc, char *argv[]){
 
   FLOAT maxerr;
 
-  struct timeval start, stop;
   double time1, time2;
 
   argc--;argv++;
@@ -198,31 +127,31 @@ int main(int argc, char *argv[]){
       }
     }
 
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     GETRF (&m, &m, a, &m, ipiv, &info);
 
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
 
     if (info) {
       fprintf(stderr, "Matrix is not singular .. %d\n", info);
       exit(1);
     }
 
-    time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    time1 = getsec();
 
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     GETRS("N", &m, &unit, a, &m, ipiv, b, &m, &info);
 
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
 
     if (info) {
       fprintf(stderr, "Matrix is not singular .. %d\n", info);
       exit(1);
     }
 
-    time2 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    time2 = getsec();
 
     maxerr = 0.;
 

benchmark/max.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef NAMAX
 
@@ -43,71 +37,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x;
@@ -121,7 +50,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -160,13 +88,13 @@ int main(int argc, char *argv[]){
 			x[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
 
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	NAMAX (&m, x, &inc_x);
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	timeg += time1;
 

benchmark/min.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef NAMIN
 
@@ -43,71 +37,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x;
@@ -121,7 +50,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -160,13 +88,13 @@ int main(int argc, char *argv[]){
 			x[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
 
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	NAMIN (&m, x, &inc_x);
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	timeg += time1;
 

benchmark/nrm2.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef NRM2
 
@@ -49,71 +43,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x;
@@ -127,7 +56,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -166,13 +94,13 @@ int main(int argc, char *argv[]){
 			x[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
 
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	NRM2 (&m, x, &inc_x);
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	timeg += time1;
 

benchmark/potrf.c

@@ -36,12 +36,7 @@
 /* or implied, of The University of Texas at Austin.                 */
 /*********************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 double fabs(double);
 
@@ -86,37 +81,7 @@ double fabs(double);
 // extern void POTRI(char *uplo, blasint *m, FLOAT *a, blasint *lda, blasint *info);
 // extern void POTRS(char *uplo, blasint *m, blasint *n, FLOAT *a, blasint *lda, FLOAT *b, blasint *ldb, blasint *info);
 
-#if defined(__WIN32__) || defined(__WIN64__)
 
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
 
 int main(int argc, char *argv[]){
 
@@ -141,7 +106,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -217,18 +181,18 @@ int main(int argc, char *argv[]){
 
       SYRK(uplo[uplos], trans[uplos], &m, &m, alpha, a, &m, beta, b, &m);
 
-      gettimeofday( &start, (struct timezone *)0);
+      begin();
 
       POTRF(uplo[uplos], &m, b, &m, &info);
 
-      gettimeofday( &stop, (struct timezone *)0);
+      end();
 
       if (info != 0) {
 	fprintf(stderr, "Potrf info = %d\n", info);
 	exit(1);
       }
 
-      time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+      time1 = getsec();
       flops = COMPSIZE * COMPSIZE * (1.0/3.0 * (double)m * (double)m *(double)m +1.0/2.0* (double)m *(double)m + 1.0/6.0* (double)m) / time1 * 1.e-6;
 
       if ( btest == 'S' )
@@ -240,17 +204,17 @@ int main(int argc, char *argv[]){
       		}
     	}
 
-      	gettimeofday( &start, (struct timezone *)0);
+      	begin();
 
       	POTRS(uplo[uplos], &m, &m, b, &m, a, &m,  &info);
 
-      	gettimeofday( &stop, (struct timezone *)0);
+      	end();
 
       	if (info != 0) {
 		fprintf(stderr, "Potrs info = %d\n", info);
 		exit(1);
         }
-        time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+        time1 = getsec();
         flops = COMPSIZE * COMPSIZE * (2.0 * (double)m * (double)m *(double)m ) / time1 * 1.e-6;
 
       }
@@ -258,18 +222,18 @@ int main(int argc, char *argv[]){
       if ( btest == 'I' )
       {
 	
-      	gettimeofday( &start, (struct timezone *)0);
+      	begin();
 
       	POTRI(uplo[uplos], &m, b, &m, &info);
 
-      	gettimeofday( &stop, (struct timezone *)0);
+      	end();
 
       	if (info != 0) {
 		fprintf(stderr, "Potri info = %d\n", info);
 		exit(1);
         }
 
-        time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+        time1 = getsec();
         flops = COMPSIZE * COMPSIZE * (2.0/3.0 * (double)m * (double)m *(double)m +1.0/2.0* (double)m *(double)m + 5.0/6.0* (double)m) / time1 * 1.e-6;
       }
 	

benchmark/rot.c

@@ -25,12 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 #undef ROT
 
@@ -52,71 +47,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x, *y;
@@ -133,7 +63,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -179,13 +108,13 @@ int main(int argc, char *argv[]){
 
    for (l=0; l<loops; l++)
    {
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	ROT (&m, x, &inc_x, y, &inc_y, c, s);
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	    timeg += time1;
 

benchmark/rotm.c

@@ -25,12 +25,7 @@ LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF
 THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 #undef ROTM
 
@@ -40,72 +35,6 @@ THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #define ROTM BLASFUNC(srotm)
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz)
-{
-
-    FILETIME ft;
-    unsigned __int64 tmpres = 0;
-    static int tzflag;
-
-    if (NULL != tv) {
-        GetSystemTimeAsFileTime(&ft);
-
-        tmpres |= ft.dwHighDateTime;
-        tmpres <<= 32;
-        tmpres |= ft.dwLowDateTime;
-
-        /*converting file time to unix epoch*/
-        tmpres /= 10; /*convert into microseconds*/
-        tmpres -= DELTA_EPOCH_IN_MICROSECS;
-        tv->tv_sec = (long)(tmpres / 1000000UL);
-        tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-    return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size)
-{
-    int shmid;
-    void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-    if ((shmid =
-             shmget(IPC_PRIVATE, (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-                    SHM_HUGETLB | IPC_CREAT | 0600)) < 0) {
-        printf("Memory allocation failed(shmget).\n");
-        exit(1);
-    }
-
-    address = shmat(shmid, NULL, SHM_RND);
-
-    if ((BLASLONG)address == -1) {
-        printf("Memory allocation failed(shmat).\n");
-        exit(1);
-    }
-
-    shmctl(shmid, IPC_RMID, 0);
-
-    return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[])
 {
 
@@ -122,7 +51,7 @@ int main(int argc, char *argv[])
     int to = 200;
     int step = 1;
 
-    struct timeval start, stop;
+    
     double time1, timeg;
 
     argc--;
@@ -188,14 +117,13 @@ int main(int argc, char *argv[])
         }
 
         for (l = 0; l < loops; l++) {
-            gettimeofday(&start, (struct timezone *)0);
+            begin();
 
             ROTM(&m, x, &inc_x, y, &inc_y, param);
 
-            gettimeofday(&stop, (struct timezone *)0);
+            end();
 
-            time1 = (double)(stop.tv_sec - start.tv_sec) +
+            time1 = getsec();
-                    (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
 
             timeg += time1;
         }

benchmark/scal.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef SCAL
 
@@ -49,71 +43,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x, *y;
@@ -128,7 +57,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -174,13 +102,13 @@ int main(int argc, char *argv[]){
    	for(i = 0; i < m * COMPSIZE * abs(inc_y); i++){
 			y[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	SCAL (&m, alpha, x, &inc_x);
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	timeg += time1;
 

benchmark/spmv.c

@@ -25,17 +25,10 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef SPMV
 
-
 #ifndef COMPLEX
 
 #ifdef DOUBLE
@@ -54,71 +47,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *x, *y;
@@ -135,7 +63,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -193,13 +120,13 @@ int main(int argc, char *argv[]){
    	for(i = 0; i < m * COMPSIZE * abs(inc_y); i++){
 			y[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	SPMV (&uplo, &m, alpha, a, x, &inc_x, beta, y, &inc_y );
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	timeg += time1;
 

benchmark/spr.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef SPR
 
@@ -41,73 +35,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #define SPR   BLASFUNC(sspr)
 #endif
 
-
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a,*c;
@@ -129,7 +56,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -173,13 +99,13 @@ int main(int argc, char *argv[]){
 			c[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
 		}
 
-		gettimeofday( &start, (struct timezone *)0);
+		begin();
 
 		SPR (&uplo, &m, alpha, c, &inc_x, a);
 
-		gettimeofday( &stop, (struct timezone *)0);
+		end();
 
-		time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+		time1 = getsec();
 		
 		timeg += time1;
    }

benchmark/spr2.c

@@ -25,12 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 
 #undef SPR2
@@ -42,72 +37,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a,*b,*c;
@@ -129,7 +58,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -182,13 +110,13 @@ int main(int argc, char *argv[]){
 			c[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
 		}
 
-		gettimeofday( &start, (struct timezone *)0);
+		begin();
 
 		SPR2 (&uplo, &m, alpha, c, &inc_x, b, &inc_y, a);
 
-		gettimeofday( &stop, (struct timezone *)0);
+		end();
 
-		time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+		time1 = getsec();
 		
 		timeg += time1;
    }

benchmark/swap.c

@@ -25,12 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 
 #undef SWAP
@@ -49,71 +44,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x, *y;
@@ -128,7 +58,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -175,13 +104,13 @@ int main(int argc, char *argv[]){
    	for(i = 0; i < m * COMPSIZE * abs(inc_y); i++){
 			y[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	SWAP (&m, x, &inc_x, y, &inc_y );
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	timeg += time1;
 

benchmark/symm.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef SYMM
 
@@ -53,71 +47,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *b, *c;
@@ -137,7 +66,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -181,13 +109,13 @@ int main(int argc, char *argv[]){
       }
     }
 
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     SYMM (&side, &uplo, &m, &m, alpha, a, &m, b, &m, beta, c, &m );
 
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
 
-    time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    time1 = getsec();
 
     fprintf(stderr,
 	    " %10.2f MFlops\n",

benchmark/symv.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef SYMV
 
@@ -53,71 +47,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *x, *y;
@@ -134,7 +63,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -192,13 +120,13 @@ int main(int argc, char *argv[]){
    	for(i = 0; i < m * COMPSIZE * abs(inc_y); i++){
 			y[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	SYMV (&uplo, &m, alpha, a, &m, x, &inc_x, beta, y, &inc_y );
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	timeg += time1;
 

benchmark/syr.c

@@ -25,12 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 
 #undef SYR
@@ -42,72 +37,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #endif
 
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x,*a;
@@ -124,7 +53,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
   
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -165,13 +93,13 @@ int main(int argc, char *argv[]){
       }
     }
 
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     SYR (&uplo, &m, alpha, x, &inc_x, a, &m );
 
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
 
-    time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    time1 = getsec();
 
     fprintf(stderr,
 	    " %10.2f MFlops\n",

benchmark/syr2.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef SYR2
 
@@ -42,72 +36,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #define SYR2   BLASFUNC(ssyr2)
 #endif
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x, *y, *a;
@@ -125,7 +53,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -174,13 +101,13 @@ int main(int argc, char *argv[]){
       }
     }
 
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     SYR2 (&uplo, &m, alpha, x, &inc_x, y, &inc_y, a, &m );
 
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
 
-    time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    time1 = getsec();
 
     fprintf(stderr,
 	    " %10.2f MFlops\n",

benchmark/syr2k.c

@@ -25,12 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 
 #undef SYR2K
@@ -53,71 +48,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *b, *c;
@@ -137,7 +67,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -181,13 +110,13 @@ int main(int argc, char *argv[]){
       }
     }
 
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     SYR2K (&uplo, &trans, &m, &m, alpha, a, &m, b, &m, beta, c, &m );
 
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
 
-    time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    time1 = getsec();
 
     fprintf(stderr,
 	    " %10.2f MFlops\n",

benchmark/syrk.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef SYRK
 
@@ -53,71 +47,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *c;
@@ -137,7 +66,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -177,13 +105,13 @@ int main(int argc, char *argv[]){
       }
     }
 
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     SYRK (&uplo, &trans, &m, &m, alpha, a, &m, beta, c, &m );
 
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
 
-    time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    time1 = getsec();
 
     fprintf(stderr,
 	    " %10.2f MFlops\n",

benchmark/tpmv.c

@@ -25,12 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 #undef TPMV
 
@@ -52,40 +47,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #endif
 
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size)
-{
-    int shmid;
-    void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-    if ((shmid =shmget(IPC_PRIVATE,
-             (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-             SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-        printf( "Memory allocation failed(shmget).\n");
-        exit(1);
-    }
-
-    address = shmat(shmid, NULL, SHM_RND);
-
-    if ((BLASLONG)address == -1) {
-        printf( "Memory allocation failed(shmat).\n");
-        exit(1);
-    }
-
-    shmctl(shmid, IPC_RMID, 0);
-
-    return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[])
 {
 
@@ -112,7 +73,6 @@ int main(int argc, char *argv[])
     int to   = 200;
     int step =   1;
 
-    struct timespec start = { 0, 0 }, stop = { 0, 0 };
     double time1, timeg;
 
     argc--;argv++;
@@ -153,11 +113,11 @@ int main(int argc, char *argv[])
         }
 
         for (l = 0; l < loops; l++) {
-            clock_gettime(CLOCK_REALTIME, &start);
+            begin();
             TPMV (&uplo, &trans, &diag, &n, a, x, &inc_x);
-            clock_gettime(CLOCK_REALTIME, &stop);
+            end();
 
-            time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_nsec - start.tv_nsec)) / 1.e9;
+            time1 = getsec();
             timeg += time1;
         }
 

benchmark/tpsv.c

@@ -25,12 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 #undef TPSV
 
@@ -52,40 +47,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #endif
 
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size)
-{
-    int shmid;
-    void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-    if ((shmid =shmget(IPC_PRIVATE,
-             (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-             SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-        printf( "Memory allocation failed(shmget).\n");
-        exit(1);
-    }
-
-    address = shmat(shmid, NULL, SHM_RND);
-
-    if ((BLASLONG)address == -1) {
-        printf( "Memory allocation failed(shmat).\n");
-        exit(1);
-    }
-
-    shmctl(shmid, IPC_RMID, 0);
-
-    return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[])
 {
 
@@ -112,7 +73,6 @@ int main(int argc, char *argv[])
     int to   = 200;
     int step =   1;
 
-    struct timespec start = { 0, 0 }, stop = { 0, 0 };
     double time1, timeg;
 
     argc--;argv++;
@@ -153,11 +113,11 @@ int main(int argc, char *argv[])
         }
 
         for (l = 0; l < loops; l++) {
-            clock_gettime(CLOCK_REALTIME, &start);
+            begin();
             TPSV (&uplo, &trans, &diag, &n, a, x, &inc_x);
-            clock_gettime(CLOCK_REALTIME, &stop);
+            end();
 
-            time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_nsec - start.tv_nsec)) / 1.e9;
+            time1 = getsec();
             timeg += time1;
         }
 

benchmark/trmm.c

@@ -25,12 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 
 #undef TRMM
@@ -53,71 +48,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *b;
@@ -141,7 +71,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -180,13 +109,13 @@ int main(int argc, char *argv[]){
       }
     }
 
-    gettimeofday( &start, (struct timezone *)0);
+    begin();
 
     TRMM (&side, &uplo, &trans, &diag, &m, &m, alpha, a, &m, b, &m);
 
-    gettimeofday( &stop, (struct timezone *)0);
+    end();
 
-    time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    time1 = getsec();
 
     fprintf(stderr,
 	    " %10.2f MFlops  %10.6f sec\n",

benchmark/trmv.c

@@ -25,12 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 #undef TRMV
 
@@ -52,40 +47,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #endif
 
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size)
-{
-    int shmid;
-    void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-    if ((shmid =shmget(IPC_PRIVATE,
-             (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-             SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-        printf( "Memory allocation failed(shmget).\n");
-        exit(1);
-    }
-
-    address = shmat(shmid, NULL, SHM_RND);
-
-    if ((BLASLONG)address == -1) {
-        printf( "Memory allocation failed(shmat).\n");
-        exit(1);
-    }
-
-    shmctl(shmid, IPC_RMID, 0);
-
-    return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[])
 {
 
@@ -112,7 +73,6 @@ int main(int argc, char *argv[])
     int to   = 200;
     int step =   1;
 
-    struct timespec start = { 0, 0 }, stop = { 0, 0 };
     double time1, timeg;
 
     argc--;argv++;
@@ -153,11 +113,11 @@ int main(int argc, char *argv[])
         }
 
         for (l = 0; l < loops; l++) {
-            clock_gettime(CLOCK_REALTIME, &start);
+            begin();
             TRMV (&uplo, &trans, &diag, &n, a, &n, x, &inc_x);
-            clock_gettime(CLOCK_REALTIME, &stop);
+            end();
 
-            time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_nsec - start.tv_nsec)) / 1.e9;
+            time1 = getsec();
             timeg += time1;
         }
 

benchmark/trsm.c

@@ -25,12 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
 
 
 #undef TRSM
@@ -53,71 +48,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *b;
@@ -151,7 +81,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1;
 
   argc--;argv++;
@@ -196,13 +125,13 @@ int main(int argc, char *argv[]){
       		 	}
     		 }
 
-    		gettimeofday( &start, (struct timezone *)0);
+    		begin();
 
     		TRSM (&side, &uplo, &trans, &diag, &m, &m, alpha, a, &m, b, &m);
 
-    		gettimeofday( &stop, (struct timezone *)0);
+    		end();
 
-    		time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    		time1 = getsec();
 
 		timeg += time1;
         }

benchmark/trsv.c

@@ -25,14 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include <time.h>
-#include "common.h"
-
 
 #undef GEMV
 #undef TRSV
@@ -55,71 +48,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
 #endif
 
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *a, *x;
@@ -133,7 +61,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timespec time_start, time_end;
   time_t seconds = 0;
 
   double time1,timeg;
@@ -189,19 +116,13 @@ int main(int argc, char *argv[]){
 
       for(l =0;l< loops;l++){
 
-          clock_gettime(CLOCK_PROCESS_CPUTIME_ID,&time_start);
+          begin();
-
           TRSV(&uplo,&transa,&diag,&n,a,&n,x,&inc_x);
-
+          end();
-          clock_gettime(CLOCK_PROCESS_CPUTIME_ID,&time_end);
+          time1 = getsec();
-          nanos = time_end.tv_nsec - time_start.tv_nsec;
-          seconds = time_end.tv_sec - time_start.tv_sec;
-
-          time1 = seconds + nanos /1.e9;
           timeg += time1;
       }
 
-
       timeg /= loops;
       long long muls = n*(n+1)/2.0;
       long long adds = (n - 1.0)*n/2.0;

benchmark/zdot-intel.c

@@ -25,90 +25,18 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#define RETURN_BY_STACK 1
-#include "common.h"
 
+#define RETURN_BY_STACK 1
 
 #undef DOT
 
-
 #ifdef DOUBLE
 #define DOT   BLASFUNC(zdotu)
 #else
 #define DOT   BLASFUNC(cdotu)
 #endif
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x, *y;
@@ -123,7 +51,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -170,13 +97,13 @@ int main(int argc, char *argv[]){
    	for(i = 0; i < m * COMPSIZE * abs(inc_y); i++){
 			y[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 
     	DOT (&result, &m, x, &inc_x, y, &inc_y );
 
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	timeg += time1;
 

benchmark/zdot.c

@@ -25,13 +25,7 @@ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
 USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 *****************************************************************************/
 
-#include <stdio.h>
+#include "bench.h"
-#include <stdlib.h>
-#ifdef __CYGWIN32__
-#include <sys/time.h>
-#endif
-#include "common.h"
-
 
 #undef DOT
 
@@ -42,72 +36,6 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #define DOT   BLASFUNC(cdotu)
 #endif
 
-
-#if defined(__WIN32__) || defined(__WIN64__)
-
-#ifndef DELTA_EPOCH_IN_MICROSECS
-#define DELTA_EPOCH_IN_MICROSECS 11644473600000000ULL
-#endif
-
-int gettimeofday(struct timeval *tv, void *tz){
-
-  FILETIME ft;
-  unsigned __int64 tmpres = 0;
-  static int tzflag;
-
-  if (NULL != tv)
-    {
-      GetSystemTimeAsFileTime(&ft);
-
-      tmpres |= ft.dwHighDateTime;
-      tmpres <<= 32;
-      tmpres |= ft.dwLowDateTime;
-
-      /*converting file time to unix epoch*/
-      tmpres /= 10;  /*convert into microseconds*/
-      tmpres -= DELTA_EPOCH_IN_MICROSECS;
-      tv->tv_sec = (long)(tmpres / 1000000UL);
-      tv->tv_usec = (long)(tmpres % 1000000UL);
-    }
-
-  return 0;
-}
-
-#endif
-
-#if !defined(__WIN32__) && !defined(__WIN64__) && !defined(__CYGWIN32__) && 0
-
-static void *huge_malloc(BLASLONG size){
-  int shmid;
-  void *address;
-
-#ifndef SHM_HUGETLB
-#define SHM_HUGETLB 04000
-#endif
-
-  if ((shmid =shmget(IPC_PRIVATE,
-		     (size + HUGE_PAGESIZE) & ~(HUGE_PAGESIZE - 1),
-		     SHM_HUGETLB | IPC_CREAT |0600)) < 0) {
-    printf( "Memory allocation failed(shmget).\n");
-    exit(1);
-  }
-
-  address = shmat(shmid, NULL, SHM_RND);
-
-  if ((BLASLONG)address == -1){
-    printf( "Memory allocation failed(shmat).\n");
-    exit(1);
-  }
-
-  shmctl(shmid, IPC_RMID, 0);
-
-  return address;
-}
-
-#define malloc huge_malloc
-
-#endif
-
 int main(int argc, char *argv[]){
 
   FLOAT *x, *y;
@@ -122,7 +50,6 @@ int main(int argc, char *argv[]){
   int to   = 200;
   int step =   1;
 
-  struct timeval start, stop;
   double time1,timeg;
 
   argc--;argv++;
@@ -169,15 +96,15 @@ int main(int argc, char *argv[]){
    	for(i = 0; i < m * COMPSIZE * abs(inc_y); i++){
 			y[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
    	}
-    	gettimeofday( &start, (struct timezone *)0);
+    	begin();
 #ifdef RETURN_BY_STACK
     	DOT (&result , &m, x, &inc_x, y, &inc_y );
 #else
     	result = DOT (&m, x, &inc_x, y, &inc_y );
 #endif
-    	gettimeofday( &stop, (struct timezone *)0);
+    	end();
 
-    	time1 = (double)(stop.tv_sec - start.tv_sec) + (double)((stop.tv_usec - start.tv_usec)) * 1.e-6;
+    	time1 = getsec();
 
 	timeg += time1;
 

cblas.h

@@ -393,6 +393,7 @@ void   cblas_sbf16tos(OPENBLAS_CONST blasint n, OPENBLAS_CONST bfloat16 *in, OPE
 void   cblas_dbf16tod(OPENBLAS_CONST blasint n, OPENBLAS_CONST bfloat16 *in, OPENBLAS_CONST blasint incin, double *out, OPENBLAS_CONST blasint incout);
 /* dot production of BFLOAT16 input arrays, and output as float */
 float  cblas_sbdot(OPENBLAS_CONST blasint n, OPENBLAS_CONST bfloat16 *x, OPENBLAS_CONST blasint incx, OPENBLAS_CONST bfloat16 *y, OPENBLAS_CONST blasint incy);
+void   cblas_sbgemv(OPENBLAS_CONST enum CBLAS_ORDER order,  OPENBLAS_CONST enum CBLAS_TRANSPOSE trans,  OPENBLAS_CONST blasint m, OPENBLAS_CONST blasint n, OPENBLAS_CONST float alpha, OPENBLAS_CONST bfloat16 *a, OPENBLAS_CONST blasint lda, OPENBLAS_CONST bfloat16 *x, OPENBLAS_CONST blasint incx, OPENBLAS_CONST float beta, float *y, OPENBLAS_CONST blasint incy);
 
 #ifdef __cplusplus
 }

cmake/kernel.cmake

@@ -184,8 +184,8 @@ macro(SetDefaultL2)
   set(XHEMV_V_KERNEL ../generic/zhemv_k.c)
   set(XHEMV_M_KERNEL ../generic/zhemv_k.c)
 if (BUILD_BFLOAT16)
-  set(SBGEMVNKERNEL ../arm/gemv_n.c)
+  set(SBGEMVNKERNEL ../x86_64/sbgemv_n.c)
-  set(SBGEMVTKERNEL ../arm/gemv_t.c)
+  set(SBGEMVTKERNEL ../x86_64/sbgemv_t.c)
   set(SHGERKERNEL ../generic/ger.c)
 endif ()
 endmacro ()

common_interface.h

@@ -250,6 +250,8 @@ void BLASFUNC(xgeru)(blasint *,    blasint *, xdouble *, xdouble *, blasint *,
 void BLASFUNC(xgerc)(blasint *,    blasint *, xdouble *, xdouble *, blasint *,
 		    xdouble *, blasint *, xdouble *, blasint *);
 
+void BLASFUNC(sbgemv)(char *, blasint *, blasint *, float  *, bfloat16 *, blasint *,
+            bfloat16  *, blasint *, float  *, float  *, blasint *);
 void BLASFUNC(sgemv)(char *, blasint *, blasint *, float  *, float  *, blasint *,
 		    float  *, blasint *, float  *, float  *, blasint *);
 void BLASFUNC(dgemv)(char *, blasint *, blasint *, double *, double *, blasint *,

common_level2.h

@@ -44,6 +44,10 @@
 extern "C" {
 #endif
 
+int sbgemv_n(BLASLONG, BLASLONG, float, bfloat16 *, BLASLONG, bfloat16 *, BLASLONG, float, float *, BLASLONG);
+int sbgemv_t(BLASLONG, BLASLONG, float, bfloat16 *, BLASLONG, bfloat16 *, BLASLONG, float, float *, BLASLONG);
+int sbgemv_thread_n(BLASLONG, BLASLONG, float, bfloat16 *, BLASLONG, bfloat16 *, BLASLONG, float, float *, BLASLONG, int);
+int sbgemv_thread_t(BLASLONG, BLASLONG, float, bfloat16 *, BLASLONG, bfloat16 *, BLASLONG, float, float *, BLASLONG, int);
 int sger_k (BLASLONG, BLASLONG, BLASLONG, float, float *, BLASLONG, float *, BLASLONG, float *, BLASLONG, float *);
 int dger_k (BLASLONG, BLASLONG, BLASLONG, double, double *, BLASLONG, double *, BLASLONG, double *, BLASLONG, double *);
 int qger_k (BLASLONG, BLASLONG, BLASLONG, xdouble, xdouble *, BLASLONG, xdouble *, BLASLONG, xdouble *, BLASLONG, xdouble *);

common_macro.h

@@ -646,10 +646,12 @@
 
 #elif defined(BFLOAT16)
 
-#define  D_TO_BF16_K    SBDTOBF16_K
+#define D_TO_BF16_K     SBDTOBF16_K
-#define  D_BF16_TO_K    DBF16TOD_K
+#define D_BF16_TO_K     DBF16TOD_K
-#define  S_TO_BF16_K    SBSTOBF16_K
+#define S_TO_BF16_K     SBSTOBF16_K
-#define  S_BF16_TO_K    SBF16TOS_K
+#define S_BF16_TO_K     SBF16TOS_K
+#define SBGEMV_N        SBGEMV_N_K
+#define SBGEMV_T        SBGEMV_T_K
 
 #define	AMAX_K			SAMAX_K
 #define	AMIN_K			SAMIN_K

common_param.h

@@ -78,8 +78,8 @@ BLASLONG (*isbmin_k) (BLASLONG, float *, BLASLONG);
   int    (*sbscal_k) (BLASLONG, BLASLONG, BLASLONG, float, float *, BLASLONG, float *, BLASLONG, float *, BLASLONG);
   int    (*sbswap_k) (BLASLONG, BLASLONG, BLASLONG, float, float *, BLASLONG, float *, BLASLONG, float *, BLASLONG);
 
-  int    (*sbgemv_n) (BLASLONG, BLASLONG, BLASLONG, float, float *, BLASLONG, float *, BLASLONG, float *, BLASLONG, float *);
+  int    (*sbgemv_n) (BLASLONG, BLASLONG, float, bfloat16 *, BLASLONG, bfloat16 *, BLASLONG, float, float *, BLASLONG);
-  int    (*sbgemv_t) (BLASLONG, BLASLONG, BLASLONG, float, float *, BLASLONG, float *, BLASLONG, float *, BLASLONG, float *);
+  int    (*sbgemv_t) (BLASLONG, BLASLONG, float, bfloat16 *, BLASLONG, bfloat16 *, BLASLONG, float, float *, BLASLONG);
   int    (*sbger_k)  (BLASLONG, BLASLONG, BLASLONG, float, float *, BLASLONG, float *, BLASLONG, float *, BLASLONG, float *);
 
   int    (*sbsymv_L) (BLASLONG, BLASLONG, float,  float  *, BLASLONG, float  *, BLASLONG, float  *, BLASLONG, float *);

common_sb.h

@@ -8,6 +8,8 @@
 #define SBDTOBF16_K         sbdtobf16_k
 #define SBF16TOS_K          sbf16tos_k
 #define DBF16TOD_K          dbf16tod_k
+#define SBGEMV_N_K          sbgemv_n
+#define SBGEMV_T_K          sbgemv_t
 
 #define	SBGEMM_ONCOPY		sbgemm_oncopy
 #define	SBGEMM_OTCOPY		sbgemm_otcopy
@@ -29,6 +31,8 @@
 #define SBDTOBF16_K         gotoblas -> sbdtobf16_k
 #define SBF16TOS_K          gotoblas -> sbf16tos_k
 #define DBF16TOD_K          gotoblas -> dbf16tod_k
+#define SBGEMV_N_K          gotoblas -> sbgemv_n
+#define SBGEMV_T_K          gotoblas -> sbgemv_t
 
 #define	SBGEMM_ONCOPY		gotoblas -> sbgemm_oncopy
 #define	SBGEMM_OTCOPY		gotoblas -> sbgemm_otcopy

cpuid_x86.c

@@ -202,7 +202,7 @@ int support_avx(){
   if ((ecx & (1 << 28)) != 0 && (ecx & (1 << 27)) != 0 && (ecx & (1 << 26)) != 0){
     xgetbv(0, &eax, &edx);
     if((eax & 6) == 6){
-      ret=1;  //OS support AVX
+      ret=1;  //OS supports saving xmm and ymm registers (6 = (1<<1) | (1<<2))
     }
   }
   return ret;
@@ -219,8 +219,8 @@ int support_avx2(){
   if (!support_avx()) 
     return 0;
   cpuid(7, &eax, &ebx, &ecx, &edx);
-  if((ebx & (1<<7)) != 0)
+  if((ebx & (1<<5)) != 0)
-      ret=1;  //OS supports AVX2
+      ret=1;  //CPU supports AVX2
   return ret;
 #else
   return 0;
@@ -235,14 +235,14 @@ int support_avx512(){
   if (!support_avx()) 
     return 0;
   cpuid(7, &eax, &ebx, &ecx, &edx);
-  if((ebx & 32) != 32){
+  if((ebx & (1<<5)) == 0){
-      ret=0;  //OS does not even support AVX2
+      ret=0;  //cpu does not have avx2 flag
   }
-  if((ebx & (1<<31)) != 0){
+  if((ebx & (1<<31)) != 0){ //AVX512VL flag
     xgetbv(0, &eax, &edx); 
     if((eax & 0xe0) == 0xe0)
-      ret=1;  //OS supports AVX512VL
+      ret=1;  //OS supports saving zmm registers
-  }
+ }
   return ret;
 #else
   return 0;

driver/level2/Makefile

@@ -413,7 +413,13 @@ XBLASOBJS   += \
 	xtbmv_thread_RUU.$(SUFFIX)	xtbmv_thread_RUN.$(SUFFIX) \
 	xtbmv_thread_RLU.$(SUFFIX)	xtbmv_thread_RLN.$(SUFFIX) \
 	xtbmv_thread_CUU.$(SUFFIX)	xtbmv_thread_CUN.$(SUFFIX) \
-	xtbmv_thread_CLU.$(SUFFIX)	xtbmv_thread_CLN.$(SUFFIX) \
+	xtbmv_thread_CLU.$(SUFFIX)	xtbmv_thread_CLN.$(SUFFIX)
+
+ifeq ($(BUILD_BFLOAT16),1)
+SBBLASOBJS     += \
+        sbgemv_thread_n$(TSUFFIX).$(SUFFIX) \
+        sbgemv_thread_t$(TSUFFIX).$(SUFFIX)
+endif
 
 endif
 
@@ -3693,4 +3699,12 @@ xtrsv_CUU.$(SUFFIX)  xtrsv_CUU.$(PSUFFIX)  : ztrsv_L.c ../../param.h
 xtrsv_CUN.$(SUFFIX)  xtrsv_CUN.$(PSUFFIX)  : ztrsv_L.c ../../param.h
 	$(CC) -c $(CFLAGS) -DXDOUBLE -DCOMPLEX -DTRANSA=4 -UUNIT $< -o $(@F)
 
+ifeq ($(BUILD_BFLOAT16),1)
+sbgemv_thread_n.$(SUFFIX) sbgemv_thread_n.$(PSUFFIX) : sbgemv_thread.c ../../common.h
+	$(CC) -c $(CFLAGS) -UCOMPLEX -UDOUBLE  -UTRANSA -UCONJ -UXCONJ $< -o $(@F)
+sbgemv_thread_t.$(SUFFIX) sbgemv_thread_t.$(PSUFFIX) : sbgemv_thread.c ../../common.h
+	$(CC) -c $(CFLAGS) -UCOMPLEX -UDOUBLE  -DTRANSA -UCONJ -UXCONJ $< -o $(@F)
+endif
+
+
 include ../../Makefile.tail

driver/level2/sbgemv_thread.c

@@ -0,0 +1,149 @@
+/*********************************************************************/
+/* Copyright 2009, 2010 The University of Texas at Austin.           */
+/* All rights reserved.                                              */
+/*                                                                   */
+/* Redistribution and use in source and binary forms, with or        */
+/* without modification, are permitted provided that the following   */
+/* conditions are met:                                               */
+/*                                                                   */
+/*   1. Redistributions of source code must retain the above         */
+/*      copyright notice, this list of conditions and the following  */
+/*      disclaimer.                                                  */
+/*                                                                   */
+/*   2. Redistributions in binary form must reproduce the above      */
+/*      copyright notice, this list of conditions and the following  */
+/*      disclaimer in the documentation and/or other materials       */
+/*      provided with the distribution.                              */
+/*                                                                   */
+/*    THIS  SOFTWARE IS PROVIDED  BY THE  UNIVERSITY OF  TEXAS AT    */
+/*    AUSTIN  ``AS IS''  AND ANY  EXPRESS OR  IMPLIED WARRANTIES,    */
+/*    INCLUDING, BUT  NOT LIMITED  TO, THE IMPLIED  WARRANTIES OF    */
+/*    MERCHANTABILITY  AND FITNESS FOR  A PARTICULAR  PURPOSE ARE    */
+/*    DISCLAIMED.  IN  NO EVENT SHALL THE UNIVERSITY  OF TEXAS AT    */
+/*    AUSTIN OR CONTRIBUTORS BE  LIABLE FOR ANY DIRECT, INDIRECT,    */
+/*    INCIDENTAL,  SPECIAL, EXEMPLARY,  OR  CONSEQUENTIAL DAMAGES    */
+/*    (INCLUDING, BUT  NOT LIMITED TO,  PROCUREMENT OF SUBSTITUTE    */
+/*    GOODS  OR  SERVICES; LOSS  OF  USE,  DATA,  OR PROFITS;  OR    */
+/*    BUSINESS INTERRUPTION) HOWEVER CAUSED  AND ON ANY THEORY OF    */
+/*    LIABILITY, WHETHER  IN CONTRACT, STRICT  LIABILITY, OR TORT    */
+/*    (INCLUDING NEGLIGENCE OR OTHERWISE)  ARISING IN ANY WAY OUT    */
+/*    OF  THE  USE OF  THIS  SOFTWARE,  EVEN  IF ADVISED  OF  THE    */
+/*    POSSIBILITY OF SUCH DAMAGE.                                    */
+/*                                                                   */
+/* The views and conclusions contained in the software and           */
+/* documentation are those of the authors and should not be          */
+/* interpreted as representing official policies, either expressed   */
+/* or implied, of The University of Texas at Austin.                 */
+/*********************************************************************/
+
+#include <stdio.h>
+#include <stdlib.h>
+#include "common.h"
+
+#ifndef TRANSA
+#define SBGEMV	SBGEMV_N
+#else
+#define SBGEMV	SBGEMV_T
+#endif
+
+static int sbgemv_kernel(blas_arg_t *args, BLASLONG *range_m, BLASLONG *range_n, FLOAT *dummy1, FLOAT *dummy2, BLASLONG dummy3){
+
+    bfloat16 *a, *x;
+    float    *y;
+    BLASLONG lda, incx, incy;
+    BLASLONG m_from, m_to, n_from, n_to;
+
+    a = (bfloat16 *)args->a;
+    x = (bfloat16 *)args->b;
+    y = (float *)args->c;
+
+    lda  = args->lda;
+    incx = args->ldb;
+    incy = args->ldc;
+    
+#ifndef TRANSA          // N
+    m_from = *(range_m + 0);
+    m_to   = *(range_m + 1);
+    n_from = 0;
+    n_to   = args -> n;
+    a += m_from;
+    y += m_from * incy;
+#else                   // T
+    m_from = 0;
+    m_to   = args->m;
+    n_from = *(range_n + 0);
+    n_to   = *(range_n + 1);
+    a += n_from * lda;
+    y += n_from * incy;
+#endif
+
+    SBGEMV(m_to - m_from, n_to - n_from, *((FLOAT *)(args->alpha)), a, lda, x, incx, *((FLOAT *)(args->beta)), y, incy);
+
+    return 0;
+}
+
+int CNAME(BLASLONG m, BLASLONG n, float alpha, bfloat16 *a, BLASLONG lda, bfloat16 *x, BLASLONG incx, float beta, float *y, BLASLONG incy, int threads)
+{
+    blas_arg_t args;
+    blas_queue_t queue[MAX_CPU_NUMBER];
+    BLASLONG range[MAX_CPU_NUMBER + 1];
+
+#ifndef TRANSA
+    BLASLONG width_for_split = m;
+#else
+    BLASLONG width_for_split = n;
+#endif
+
+    BLASLONG BLOCK_WIDTH = width_for_split/threads;
+
+    int mode  =  BLAS_BFLOAT16  | BLAS_REAL;
+
+    args.m     = m;
+    args.n     = n;
+    args.a     = (void *)a;
+    args.b     = (void *)x;
+    args.c     = (void *)y;
+    args.lda   = lda;
+    args.ldb   = incx;
+    args.ldc   = incy;
+    args.alpha = (void *)&alpha;
+    args.beta  = (void *)&beta;
+
+    range[0] = 0;
+
+    int thread_idx;
+
+    for (thread_idx=0; thread_idx<threads; thread_idx++) {
+        if (thread_idx != threads-1) {
+            range[thread_idx + 1] = range[thread_idx] + BLOCK_WIDTH;
+        } else {
+            range[thread_idx + 1] = range[thread_idx] + width_for_split;
+        }
+
+        queue[thread_idx].mode    = mode;
+        queue[thread_idx].routine = sbgemv_kernel;
+        queue[thread_idx].args    = &args;
+#ifndef TRANSA
+        queue[thread_idx].range_m = &range[thread_idx];
+        queue[thread_idx].range_n = NULL;
+#else
+        queue[thread_idx].range_m = NULL;
+        queue[thread_idx].range_n = &range[thread_idx];
+#endif
+        queue[thread_idx].sa      = NULL;
+        queue[thread_idx].sb      = NULL;
+        queue[thread_idx].next    = &queue[thread_idx + 1];
+
+        width_for_split -= BLOCK_WIDTH;
+    }
+
+    if (thread_idx) {
+        queue[0].sa = NULL;
+        queue[0].sb = NULL;
+        queue[thread_idx - 1].next = NULL;
+
+        exec_blas(thread_idx, queue);
+    }
+
+    return 0;
+}

driver/others/blas_server_omp.c

@@ -352,7 +352,6 @@ fprintf(stderr,"UNHANDLED COMPLEX\n");
           /* Other types in future */
 	  }
       }
-if (!sb) fprintf(stderr,"SB not declared!!!\n");
       queue->sb=sb;
     }
   }

driver/others/dynamic.c

@@ -330,8 +330,8 @@ int support_avx2(){
   if (!support_avx())
     return 0;
   cpuid(7, &eax, &ebx, &ecx, &edx);
-  if((ebx & (1<<7)) != 0)
+  if((ebx & (1<<5)) != 0)
-      ret=1;  //OS supports AVX2
+      ret=1;  //AVX2 flag is set
   return ret;
 #else
   return 0;
@@ -346,13 +346,13 @@ int support_avx512(){
   if (!support_avx())
     return 0;
   cpuid(7, &eax, &ebx, &ecx, &edx);
-  if((ebx & (1<<7)) == 0){
+  if((ebx & (1<<5)) == 0){
-      ret=0;  //OS does not even support AVX2
+      ret=0;  //cpu does not have avx2 flag
   }
-  if((ebx & (1u<<31)) != 0){
+  if((ebx & (1<<31)) != 0){ //AVX512VL flag is set
     xgetbv(0, &eax, &edx);
     if((eax & 0xe0) == 0xe0)
-      ret=1;  //OS supports AVX512VL
+      ret=1;  //OS supports saving zmm register
   }
   return ret;
 #else

driver/others/dynamic_arm64.c

@@ -139,19 +139,30 @@ static gotoblas_t *force_coretype(char *coretype) {
 
 static gotoblas_t *get_coretype(void) {
   int implementer, variant, part, arch, revision, midr_el1;
+  char coremsg[128];
+
+#if (!defined OS_LINUX && !defined OS_ANDROID)
+  return NULL;
+#endif
 
-#if (defined OS_LINUX || defined OS_ANDROID)
   if (!(getauxval(AT_HWCAP) & HWCAP_CPUID)) {
-    char coremsg[128];
+#ifdef __linux
+        FILE *infile;
+        char buffer[512], *p, *cpu_part = NULL, *cpu_implementer = NULL;
+        p = (char *) NULL ;
+	infile = fopen("/sys/devices/system/cpu/cpu0/regs/identification/midr_el1","r");
+	if (!infile) return NULL;
+	fgets(buffer, sizeof(buffer), infile);
+	midr_el1=strtoul(buffer,NULL,16);
+	fclose(infile);
+#else
     snprintf(coremsg, 128, "Kernel lacks cpuid feature support. Auto detection of core type failed !!!\n");
     openblas_warning(1, coremsg);
     return NULL;
-  }
-#else
-   return NULL;
 #endif
-
+  } else {
-  get_cpu_ftr(MIDR_EL1, midr_el1);
+    get_cpu_ftr(MIDR_EL1, midr_el1);
+  }
   /*
    * MIDR_EL1
    *
@@ -219,6 +230,9 @@ static gotoblas_t *get_coretype(void) {
           return &gotoblas_FALKOR;
       }
       break;
+    default:
+      snprintf(coremsg, 128, "Unknown CPU model - implementer %x part %x\n",implementer,part);
+      openblas_warning(1, coremsg);
   }
   return NULL;
 }

driver/others/memory.c

@@ -1767,11 +1767,11 @@ int get_num_procs(void);
 int get_num_procs(void) {
 
   static int nums = 0;
+
+#if defined(__GLIBC_PREREQ)
   cpu_set_t cpuset,*cpusetp;
   size_t size;
   int ret;
-
-#if defined(__GLIBC_PREREQ)
 #if !__GLIBC_PREREQ(2, 7)
   int i;
 #if !__GLIBC_PREREQ(2, 6)

exports/gensymbol

@@ -51,7 +51,7 @@
     zgeadd, dzsum);
 
 @blasobjs = (lsame, xerbla);
-@bfblasobjs = (sbgemm, sbdot, sbstobf16, sbdtobf16, sbf16tos, dbf16tod);
+@bfblasobjs = (sbgemm, sbgemv, sbdot, sbstobf16, sbdtobf16, sbf16tos, dbf16tod);
 @cblasobjsc = (
     cblas_caxpy, cblas_ccopy, cblas_cdotc, cblas_cdotu, cblas_cgbmv, cblas_cgemm, cblas_cgemv,
     cblas_cgerc, cblas_cgeru, cblas_chbmv, cblas_chemm, cblas_chemv, cblas_cher2, cblas_cher2k,
@@ -94,7 +94,7 @@
 
 @cblasobjs = (  cblas_xerbla );
 
-@bfcblasobjs = (cblas_sbgemm, cblas_sbdot, cblas_sbstobf16, cblas_sbdtobf16, cblas_sbf16tos, cblas_dbf16tod);
+@bfcblasobjs = (cblas_sbgemm, cblas_sbgemv, cblas_sbdot, cblas_sbstobf16, cblas_sbdtobf16, cblas_sbf16tos, cblas_dbf16tod);
 
 @exblasobjs = (
     qamax,qamin,qasum,qaxpy,qcabs1,qcopy,qdot,qgbmv,qgemm,
@@ -786,22 +786,22 @@ zpotri,
     zlamswlq,
     zgemlq,
     );
-    @lapackobjs2 = (@lapackobjs2,
+    @lapackobjs2s = (@lapackobjs2s,
-    sladiv1,
+    sladiv1);
-    dladiv1,
+    @lapackobjs2d = (@lapackobjs2d,
+    dladiv1);
+    @lapackobjs = (@lapackobjs,
     iparam2stage,
-    
     # functions added for lapack-3.8.0
-
     ilaenv2stage,
     );
     # functions added for lapack-3.9.0
 @lapackobjs2c = (@lapackobjs2c,
     cgesvdq,
-    cungtsqr,
+    cungtsqr
-    dcombssq,
     );
 @lapackobjs2d = (@lapackobjs2d,
+    dcombssq,
     dgesvdq,
     dorgtsqr,
     );

getarch.c

@@ -1405,8 +1405,41 @@ int main(int argc, char *argv[]){
 
     printf("NUM_CORES=%d\n", get_num_cores());
 
-#if defined(__arm__) && !defined(FORCE)
+#if defined(__arm__) 
+#if !defined(FORCE)
+    fprintf(stderr,"get features!\n");
         get_features();
+#else
+    fprintf(stderr,"split archconfig!\n");
+    sprintf(buffer, "%s", ARCHCONFIG);
+
+    p = &buffer[0];
+
+    while (*p) {
+      if ((*p == '-') && (*(p + 1) == 'D')) {
+	p += 2;
+        if (*p != 'H') {
+		while( (*p != ' ') && (*p != '-') && (*p != '\0') && (*p != '\n')) {p++; }
+		if (*p == '-') continue;
+	}
+	while ((*p != ' ') && (*p != '\0')) {
+
+	  if (*p == '=') {
+	    printf("=");
+	    p ++;
+	    while ((*p != ' ') && (*p != '\0')) {
+	      printf("%c", *p);
+	      p ++;
+	    }
+	  } else {
+	    printf("%c", *p);
+	    p ++;
+	    if ((*p == ' ') || (*p =='\0')) printf("=1\n");
+	  }
+	}
+      } else p ++;
+    }
+#endif
 #endif
 
 

interface/Makefile

@@ -48,6 +48,7 @@ SBLAS3OBJS    = \
 
 ifeq ($(BUILD_BFLOAT16),1)
 SBBLAS1OBJS    = sbdot.$(SUFFIX)
+SBBLAS2OBJS    = sbgemv.$(SUFFIX)
 SBBLAS3OBJS    = sbgemm.$(SUFFIX)
 SBEXTOBJS      = sbstobf16.$(SUFFIX) sbdtobf16.$(SUFFIX) sbf16tos.$(SUFFIX) dbf16tod.$(SUFFIX)
 endif
@@ -284,6 +285,7 @@ CSBLAS3OBJS   = \
 
 ifeq ($(BUILD_BFLOAT16),1)
 CSBBLAS1OBJS = cblas_sbdot.$(SUFFIX)
+CSBBLAS2OBJS = cblas_sbgemv.$(SUFFIX)
 CSBBLAS3OBJS = cblas_sbgemm.$(SUFFIX)
 CSBEXTOBJS   = cblas_sbstobf16.$(SUFFIX) cblas_sbdtobf16.$(SUFFIX) cblas_sbf16tos.$(SUFFIX) cblas_dbf16tod.$(SUFFIX)
 endif
@@ -382,6 +384,7 @@ SBLAS1OBJS   += $(CSBLAS1OBJS)
 SBLAS2OBJS   += $(CSBLAS2OBJS)
 SBLAS3OBJS   += $(CSBLAS3OBJS)
 SBBLAS1OBJS  += $(CSBBLAS1OBJS)
+SBBLAS2OBJS  += $(CSBBLAS2OBJS)
 SBBLAS3OBJS  += $(CSBBLAS3OBJS)
 DBLAS1OBJS   += $(CDBLAS1OBJS)
 DBLAS2OBJS   += $(CDBLAS2OBJS)
@@ -399,7 +402,7 @@ CBAUXOBJS += $(CXERBLAOBJ)
 endif
 
 SBLASOBJS    = $(SBLAS1OBJS) $(SBLAS2OBJS) $(SBLAS3OBJS)
-SBBLASOBJS   = $(SBBLAS1OBJS) $(SBBLAS3OBJS)
+SBBLASOBJS   = $(SBBLAS1OBJS) $(SBBLAS2OBJS) $(SBBLAS3OBJS)
 DBLASOBJS    = $(DBLAS1OBJS) $(DBLAS2OBJS) $(DBLAS3OBJS)
 QBLASOBJS    = $(QBLAS1OBJS) $(QBLAS2OBJS) $(QBLAS3OBJS)
 CBLASOBJS    = $(CBLAS1OBJS) $(CBLAS2OBJS) $(CBLAS3OBJS)
@@ -507,7 +510,7 @@ ifneq ($(BUILD_COMPLEX16),1)
 endif
 
 FUNCOBJS    = $(SBEXTOBJS) $(CXERBLAOBJS) $(SBBLASOBJS) $(SBLASOBJS) $(DBLASOBJS) $(CBLASOBJS) $(ZBLASOBJS)
-$(info FUNCOBJS = {[$(FUNCOBJS)]} )
+
 ifdef EXPRECISION
 FUNCOBJS   += $(QBLASOBJS) $(XBLASOBJS)
 endif
@@ -538,7 +541,7 @@ clean ::
 level1 : $(SBEXTOBJS) $(SBBLAS1OBJS) $(SBLAS1OBJS) $(DBLAS1OBJS) $(QBLAS1OBJS) $(CBLAS1OBJS) $(ZBLAS1OBJS) $(XBLAS1OBJS)
 	$(AR) $(ARFLAGS) -ru $(TOPDIR)/$(LIBNAME) $^
 
-level2 : $(SBLAS2OBJS) $(DBLAS2OBJS) $(QBLAS2OBJS) $(CBLAS2OBJS) $(ZBLAS2OBJS) $(XBLAS2OBJS)
+level2 : $(SBBLAS2OBJS) $(SBLAS2OBJS) $(DBLAS2OBJS) $(QBLAS2OBJS) $(CBLAS2OBJS) $(ZBLAS2OBJS) $(XBLAS2OBJS)
 	$(AR) $(ARFLAGS) -ru $(TOPDIR)/$(LIBNAME) $^
 
 level3 : $(SBBLAS3OBJS) $(SBLAS3OBJS) $(DBLAS3OBJS) $(QBLAS3OBJS) $(CBLAS3OBJS) $(ZBLAS3OBJS) $(XBLAS3OBJS) 
@@ -929,6 +932,11 @@ xgeru.$(SUFFIX) xgeru.$(PSUFFIX) : zger.c
 xgerc.$(SUFFIX) xgerc.$(PSUFFIX) : zger.c
 	$(CC) -c $(CFLAGS) -DCONJ $< -o $(@F)
 
+ifeq ($(BUILD_BFLOAT16),1)
+sbgemv.$(SUFFIX) sbgemv.$(PSUFFIX) : sbgemv.c
+	$(CC) $(CFLAGS) -c $< -o $(@F)
+endif
+
 ifndef USE_NETLIB_GEMV
 sgemv.$(SUFFIX) sgemv.$(PSUFFIX): gemv.c
 	$(CC) -c $(CFLAGS) -o $(@F) $<
@@ -1656,6 +1664,11 @@ cblas_csscal.$(SUFFIX) cblas_csscal.$(PSUFFIX) : zscal.c
 cblas_zdscal.$(SUFFIX) cblas_zdscal.$(PSUFFIX) : zscal.c
 	$(CC) $(CFLAGS) -DCBLAS -c -DSSCAL $< -o $(@F)
 
+ifeq ($(BUILD_BFLOAT16),1)
+cblas_sbgemv.$(SUFFIX) cblas_sbgemv.$(PSUFFIX) : sbgemv.c
+	$(CC) -DCBLAS -c $(CFLAGS) $< -o $(@F)
+endif
+
 cblas_sgemv.$(SUFFIX) cblas_sgemv.$(PSUFFIX): gemv.c
 	$(CC) -DCBLAS -c $(CFLAGS) -o $(@F) $<
 

interface/gemv.c

@@ -191,7 +191,6 @@ void CNAME(enum CBLAS_ORDER order,
   }
 
 #endif
-  //printf("m=%d, n=%d, trans=%d, incx=%d, incy=%d, alpha=%f, beta=%f\n", m, n, trans, incx, incy, alpha, beta);
   if ((m==0) || (n==0)) return;
 
   lenx = n;

interface/sbgemv.c

@@ -0,0 +1,210 @@
+/*********************************************************************/
+/* Copyright 2009, 2010 The University of Texas at Austin.           */
+/* All rights reserved.                                              */
+/*                                                                   */
+/* Redistribution and use in source and binary forms, with or        */
+/* without modification, are permitted provided that the following   */
+/* conditions are met:                                               */
+/*                                                                   */
+/*   1. Redistributions of source code must retain the above         */
+/*      copyright notice, this list of conditions and the following  */
+/*      disclaimer.                                                  */
+/*                                                                   */
+/*   2. Redistributions in binary form must reproduce the above      */
+/*      copyright notice, this list of conditions and the following  */
+/*      disclaimer in the documentation and/or other materials       */
+/*      provided with the distribution.                              */
+/*                                                                   */
+/*    THIS  SOFTWARE IS PROVIDED  BY THE  UNIVERSITY OF  TEXAS AT    */
+/*    AUSTIN  ``AS IS''  AND ANY  EXPRESS OR  IMPLIED WARRANTIES,    */
+/*    INCLUDING, BUT  NOT LIMITED  TO, THE IMPLIED  WARRANTIES OF    */
+/*    MERCHANTABILITY  AND FITNESS FOR  A PARTICULAR  PURPOSE ARE    */
+/*    DISCLAIMED.  IN  NO EVENT SHALL THE UNIVERSITY  OF TEXAS AT    */
+/*    AUSTIN OR CONTRIBUTORS BE  LIABLE FOR ANY DIRECT, INDIRECT,    */
+/*    INCIDENTAL,  SPECIAL, EXEMPLARY,  OR  CONSEQUENTIAL DAMAGES    */
+/*    (INCLUDING, BUT  NOT LIMITED TO,  PROCUREMENT OF SUBSTITUTE    */
+/*    GOODS  OR  SERVICES; LOSS  OF  USE,  DATA,  OR PROFITS;  OR    */
+/*    BUSINESS INTERRUPTION) HOWEVER CAUSED  AND ON ANY THEORY OF    */
+/*    LIABILITY, WHETHER  IN CONTRACT, STRICT  LIABILITY, OR TORT    */
+/*    (INCLUDING NEGLIGENCE OR OTHERWISE)  ARISING IN ANY WAY OUT    */
+/*    OF  THE  USE OF  THIS  SOFTWARE,  EVEN  IF ADVISED  OF  THE    */
+/*    POSSIBILITY OF SUCH DAMAGE.                                    */
+/*                                                                   */
+/* The views and conclusions contained in the software and           */
+/* documentation are those of the authors and should not be          */
+/* interpreted as representing official policies, either expressed   */
+/* or implied, of The University of Texas at Austin.                 */
+/*********************************************************************/
+
+#include <stdio.h>
+#include "common.h"
+#include "l1param.h"
+#ifdef FUNCTION_PROFILE
+#include "functable.h"
+#endif
+
+#define ERROR_NAME "SBGEMV "
+
+#ifdef SMP
+static int (*sbgemv_thread[])(BLASLONG, BLASLONG, float, bfloat16 *, BLASLONG, bfloat16 * , BLASLONG, float, float *, BLASLONG, int) = {
+    sbgemv_thread_n, sbgemv_thread_t,
+};
+#endif
+
+#ifndef CBLAS
+
+void NAME(char *TRANS, blasint *M, blasint *N, float *ALPHA, bfloat16 *a, blasint *LDA, bfloat16 *x, blasint *INCX, float *BETA, float *y, blasint *INCY)
+{
+    char trans = *TRANS;
+    blasint m = *M;
+    blasint n = *N;
+    blasint lda = *LDA;
+    blasint incx = *INCX;
+    blasint incy = *INCY;
+    float alpha = *ALPHA;
+    float beta  = *BETA;
+#ifdef SMP
+    int nthreads;
+#endif
+
+    int (*sbgemv[])(BLASLONG, BLASLONG, float, bfloat16 *, BLASLONG, bfloat16 * , BLASLONG, float, float *, BLASLONG) = {
+        SBGEMV_N, SBGEMV_T,
+    };
+
+    blasint info;
+    blasint lenx, leny;
+    blasint i;
+
+    PRINT_DEBUG_NAME;
+
+    TOUPPER(trans);
+
+    info = 0;
+
+    i = -1;
+
+    if (trans == 'N') {i = 0;}
+    if (trans == 'T') {i = 1;}
+    if (trans == 'R') {i = 0;}
+    if (trans == 'C') {i = 1;}
+
+    if (incy == 0)       {info = 11;}
+    if (incx == 0)       {info = 8;}
+    if (lda < MAX(1, m)) {info = 6;}
+    if (n < 0)           {info = 3;}
+    if (m < 0)           {info = 2;}
+    if (i < 0)           {info = 1;}
+
+    trans = i;
+
+    if (info != 0) {
+        BLASFUNC(xerbla)(ERROR_NAME, &info, sizeof(ERROR_NAME));
+        return;
+    }
+
+#else
+
+void CNAME(enum CBLAS_ORDER order, enum CBLAS_TRANSPOSE TransA, blasint m, blasint n, float alpha, bfloat16 *a, blasint lda, bfloat16 *x, blasint incx, float beta, float *y, blasint incy)
+{
+    blasint lenx,  leny;
+    int     trans;
+    blasint info,  t;
+#ifdef SMP
+    int     nthreads;
+#endif
+
+    int (*sbgemv[])(BLASLONG, BLASLONG, float, bfloat16 *, BLASLONG,  bfloat16 * , BLASLONG, float, float *, BLASLONG) = {
+        SBGEMV_N, SBGEMV_T,
+    };
+
+    PRINT_DEBUG_CNAME;
+
+    trans = -1;
+    info  =  0;
+
+    if (order == CblasColMajor) {   // Column Major
+        if (TransA == CblasNoTrans || TransA == CblasConjNoTrans) {
+            trans = 0;
+        } else if (TransA == CblasTrans || TransA == CblasConjTrans) {
+            trans = 1;
+        }
+    } else {                        // Row Major
+        if (TransA == CblasNoTrans || TransA == CblasConjNoTrans) {
+            trans = 1;
+        } else if (TransA == CblasTrans || TransA == CblasConjTrans) {
+            trans = 0;
+        }
+
+        t = n;
+        n = m;
+        m = t;
+    }
+
+    info = -1;
+
+    if (incy == 0)       {info = 11;}
+    if (incx == 0)       {info = 8;}
+    if (lda < MAX(1, m)) {info = 6;}
+    if (n < 0)           {info = 3;}
+    if (m < 0)           {info = 2;}
+    if (trans < 0)       {info = 1;}
+
+    if (info >= 0) {
+        BLASFUNC(xerbla)(ERROR_NAME, &info, sizeof(ERROR_NAME));
+        return;
+    }
+
+#endif
+
+    if ((m==0) || (n==0)) return;
+
+    if (trans) {
+        lenx = m;
+        leny = n;
+    } else {
+        lenx = n;
+        leny = m;
+    }
+
+    if (alpha == ZERO) {
+        if (beta != ONE) SCAL_K(leny, 0, 0, beta, y, blasabs(incy), NULL, 0, NULL, 0);
+        return;
+    }
+
+    IDEBUG_START;
+    FUNCTION_PROFILE_START();
+
+    if (incx < 0) {x -= (lenx - 1) * incx;}
+    if (incy < 0) {y -= (leny - 1) * incy;}
+
+#ifdef SMP
+    int thread_thres_row = 20480;
+    if (trans) {
+        if (n <= thread_thres_row) {
+            nthreads = 1;
+        } else {
+            nthreads = num_cpu_avail(1);
+        }
+    } else {
+        if (m <= thread_thres_row) {
+            nthreads = 1;
+        } else {
+            nthreads = num_cpu_avail(1);
+        }
+    }
+
+
+    if (nthreads == 1) {
+#endif
+        (sbgemv[(int)trans])(m, n, alpha, a, lda, x, incx, beta, y, incy);
+#ifdef SMP
+    } else {
+        (sbgemv_thread[(int)trans])(m, n, alpha, a, lda, x, incx, beta, y, incy, nthreads);
+    }
+#endif
+
+    FUNCTION_PROFILE_END(1, m * n + m + n,  2 * m * n);
+    IDEBUG_END;
+
+    return;
+}

kernel/Makefile

@@ -12,11 +12,6 @@ ifdef HAVE_SSSE3
 CFLAGS += -mssse3
 endif
 
-ifeq ($(C_COMPILER), GCC)
-GCCVERSIONGTEQ9 := $(shell expr `$(CC) -dumpversion | cut -f1 -d.` \>= 9)
-GCCVERSIONGTEQ10 := $(shell expr `$(CC) -dumpversion | cut -f1 -d.` \>= 10)
-endif
-
 ifeq ($(ARCH), power)
 ifeq ($(C_COMPILER), CLANG)
  override CFLAGS += -fno-integrated-as
@@ -26,20 +21,14 @@ endif
 AVX2OPT = 
 ifeq ($(C_COMPILER), GCC)
 # AVX2 support was added in 4.7.0
-GCCVERSIONGTEQ4 := $(shell expr `$(CC) -dumpversion | cut -f1 -d.` \>= 4)
+GCCVERSIONCHECK := $(GCCVERSIONGT4)$(GCCVERSIONGTEQ4)$(GCCMINORVERSIONGTEQ7)
-GCCVERSIONGTEQ5 := $(shell expr `$(CC) -dumpversion | cut -f1 -d.` \>= 5)
-GCCMINORVERSIONGTEQ7 := $(shell expr `$(CC) -dumpversion | cut -f2 -d.` \>= 7)
-GCCVERSIONCHECK := $(GCCVERSIONGTEQ5)$(GCCVERSIONGTEQ4)$(GCCMINORVERSIONGTEQ7)
 ifeq ($(GCCVERSIONCHECK), $(filter $(GCCVERSIONCHECK), 011 110 111))
    AVX2OPT = -mavx2
   endif
 endif
 ifeq ($(C_COMPILER), CLANG)
 # Any clang posing as gcc 4.2 should be new enough (3.4 or later)
-  GCCVERSIONGTEQ4 := $(shell expr `$(CC) -dumpversion | cut -f1 -d.` \>= 4)
+  GCCVERSIONCHECK := $(GCCVERSIONGT4)$(GCCVERSIONGTEQ4)$(GCCMINORVERSIONGTEQ2)
-  GCCVERSIONGTEQ5 := $(shell expr `$(CC) -dumpversion | cut -f1 -d.` \>= 5)
-  GCCMINORVERSIONGTEQ2 := $(shell expr `$(CC) -dumpversion | cut -f2 -d.` \>= 2)
-  GCCVERSIONCHECK := $(GCCVERSIONGTEQ5)$(GCCVERSIONGTEQ4)$(GCCMINORVERSIONGTEQ7)
   ifeq ($(GCCVERSIONCHECK), $(filter $(GCCVERSIONCHECK), 011 110 111))
    AVX2OPT = -mavx2
   endif

kernel/Makefile.L2

@@ -48,6 +48,16 @@ ifndef XGEMVTKERNEL
 XGEMVTKERNEL = zgemv_t.S
 endif
 
+ifeq ($(BUILD_BFLOAT16),1)
+ifndef SBGEMVNKERNEL
+SBGEMVNKERNEL = ../x86_64/sbgemv_n.c
+endif
+
+ifndef SBGEMVTKERNEL
+SBGEMVTKERNEL = ../x86_64/sbgemv_t.c
+endif
+endif
+
 ### GER ###
 
 ifndef SGERKERNEL
@@ -234,6 +244,12 @@ XBLASOBJS	+= \
 	xhemv_U$(TSUFFIX).$(SUFFIX) xhemv_L$(TSUFFIX).$(SUFFIX) xhemv_V$(TSUFFIX).$(SUFFIX) xhemv_M$(TSUFFIX).$(SUFFIX) \
 	xgeru_k$(TSUFFIX).$(SUFFIX) xgerc_k$(TSUFFIX).$(SUFFIX) xgerv_k$(TSUFFIX).$(SUFFIX) xgerd_k$(TSUFFIX).$(SUFFIX)
 
+ifeq ($(BUILD_BFLOAT16),1)
+SBBLASOBJS     += \
+        sbgemv_n$(TSUFFIX).$(SUFFIX) \
+        sbgemv_t$(TSUFFIX).$(SUFFIX)
+endif
+
 ifneq "$(or $(BUILD_SINGLE), $(BUILD_DOUBLE), $(BUILD_COMPLEX))" ""
 $(KDIR)sgemv_n$(TSUFFIX).$(SUFFIX)  $(KDIR)sgemv_n$(TSUFFIX).$(PSUFFIX)  : $(KERNELDIR)/$(SGEMVNKERNEL) $(TOPDIR)/common.h $(GEMVDEP)
 	$(CC) -c $(CFLAGS) -UDOUBLE -UCOMPLEX  -UTRANS $< -o $@
@@ -483,4 +499,10 @@ $(KDIR)xhemv_V$(TSUFFIX).$(SUFFIX)  $(KDIR)xhemv_V$(TSUFFIX).$(PSUFFIX)  : $(KER
 $(KDIR)xhemv_M$(TSUFFIX).$(SUFFIX)  $(KDIR)xhemv_M$(TSUFFIX).$(PSUFFIX)  : $(KERNELDIR)/$(XHEMV_M_KERNEL)  ../symcopy.h
 	$(CC) -c $(CFLAGS) -DCOMPLEX -DXDOUBLE -DLOWER -DHEMV -DHEMVREV $< -o $@
 
+ifeq ($(BUILD_BFLOAT16),1)
+$(KDIR)sbgemv_n$(TSUFFIX).$(SUFFIX) $(KDIR)sbgemv_n$(TPSUFFIX).$(PSUFFIX) : $(KERNELDIR)/$(SBGEMVNKERNEL)
+	$(CC) -c $(CFLAGS) -UCOMPLEX $< -o $@
+$(KDIR)sbgemv_t$(TSUFFIX).$(SUFFIX) $(KDIR)sbgemv_t$(TPSUFFIX).$(PSUFFIX) : $(KERNELDIR)/$(SBGEMVTKERNEL)
+	$(CC) -c $(CFLAGS) -UCOMPLEX $< -o $@
+endif
 

kernel/power/KERNEL.POWER10

@@ -141,13 +141,9 @@ DASUMKERNEL  = dasum.c
 CASUMKERNEL  = casum.c
 ZASUMKERNEL  = zasum.c
 #
-SAXPYKERNEL  = saxpy.c
+SAXPYKERNEL  = saxpy_power10.c
 DAXPYKERNEL  = daxpy_power10.c
-ifneq ($(GCCVERSIONGTEQ9),1)
+CAXPYKERNEL  = caxpy_power10.c
-CAXPYKERNEL  = caxpy_power9.S
-else
-CAXPYKERNEL  = caxpy.c
-endif
 ZAXPYKERNEL  = zaxpy_power10.c
 #
 SCOPYKERNEL  = scopy_power10.c

kernel/power/caxpy_microk_power10.c

@@ -0,0 +1,188 @@
+/***************************************************************************
+Copyright (c) 2020, The OpenBLAS Project
+All rights reserved.
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+1. Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+2. Redistributions in binary form must reproduce the above copyright
+notice, this list of conditions and the following disclaimer in
+the documentation and/or other materials provided with the
+distribution.
+3. Neither the name of the OpenBLAS project nor the names of
+its contributors may be used to endorse or promote products
+derived from this software without specific prior written permission.
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ARE DISCLAIMED. IN NO EVENT SHALL THE OPENBLAS PROJECT OR CONTRIBUTORS BE
+LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
+USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+*****************************************************************************/
+
+#define HAVE_KERNEL_8 1
+static void caxpy_kernel_8 (long n, float *x, float *y,
+			    float alpha_r, float alpha_i)
+{
+#if !defined(CONJ)
+  static const float mvec[4] = { -1.0, 1.0, -1.0, 1.0 };
+#else
+  static const float mvec[4] = { 1.0, -1.0, 1.0, -1.0 };
+#endif
+  const float *mvecp = mvec;
+  /* We have to load reverse mask for big endian.  */
+  /* __vector unsigned char mask={ 4,5,6,7,0,1,2,3,12,13,14,15,8,9,10,11}; */
+
+  __vector unsigned char mask = { 11,10,9,8,15,14,13,12,3,2,1,0,7,6,5,4};
+  long ytmp;
+
+  __asm__
+    (
+       "xscvdpspn 32, %7    \n\t"
+       "xscvdpspn 33, %8    \n\t"
+       "xxspltw 32, 32, 0   \n\t"
+       "xxspltw 33, 33, 0   \n\t"
+       "lxvd2x          36, 0, %9       \n\t"   // mvec
+
+#if !defined(CONJ)
+       "xvmulsp		33, 33, 36	\n\t"	// alpha_i * mvec
+#else
+       "xvmulsp		32, 32, 36	\n\t"	// alpha_r * mvec
+#endif
+       "mr		%4, %3		\n\t"
+       "dcbt		0, %2		\n\t"
+       "dcbt		0, %3		\n\t"
+
+       "lxvp		40, 0(%2)	\n\t"	// x0
+       "lxvp		42, 32(%2)	\n\t"	// x2
+       "lxvp		48, 0(%3)	\n\t"	// y0
+       "lxvp		50, 32(%3)	\n\t"	// y2
+
+       "xxperm 52, 40, %x10 \n\t"       // exchange real and imag part
+       "xxperm 53, 41, %x10 \n\t"       // exchange real and imag part
+       "xxperm 54, 42, %x10 \n\t"       // exchange real and imag part
+       "xxperm 55, 43, %x10 \n\t"       // exchange real and imag part
+
+       "lxvp		44, 64(%2)	\n\t"	// x4
+       "lxvp		46, 96(%2)	\n\t"	// x6
+       "lxvp		34, 64(%3)	\n\t"	// y4
+       "lxvp		38, 96(%3)	\n\t"	// y6
+
+       "xxperm 56, 44, %x10 \n\t"       // exchange real and imag part
+       "xxperm 57, 45, %x10 \n\t"       // exchange real and imag part
+       "xxperm 58, 46, %x10 \n\t"       // exchange real and imag part
+       "xxperm 59, 47, %x10 \n\t"       // exchange real and imag part
+
+       "addi		%2, %2, 128	\n\t"
+       "addi		%3, %3, 128	\n\t"
+
+       "addic.		%1, %1, -16	\n\t"
+       "ble		two%=		\n\t"
+
+       ".align	5		\n"
+       "one%=:				\n\t"
+
+       "xvmaddasp	48, 40, 32	\n\t"	// alpha_r * x0_r , alpha_r * x0_i
+       "xvmaddasp	49, 41, 32	\n\t"
+       "lxvp		40, 0(%2)	\n\t"	// x0
+       "xvmaddasp	50, 42, 32	\n\t"
+       "xvmaddasp	51, 43, 32	\n\t"
+       "lxvp		42, 32(%2)	\n\t"	// x2
+
+       "xvmaddasp	34, 44, 32	\n\t"
+       "xvmaddasp	35, 45, 32	\n\t"
+       "lxvp		44, 64(%2)	\n\t"	// x4
+       "xvmaddasp	38, 46, 32	\n\t"
+       "xvmaddasp	39, 47, 32	\n\t"
+       "lxvp		46, 96(%2)	\n\t"	// x6
+
+       "xvmaddasp	48, 52, 33	\n\t"	// alpha_i * x0_i , alpha_i * x0_r
+       "addi		%2, %2, 128	\n\t"
+       "xvmaddasp	49, 53, 33	\n\t"
+       "xvmaddasp	50, 54, 33	\n\t"
+       "xvmaddasp	51, 55, 33	\n\t"
+
+       "xvmaddasp	34, 56, 33	\n\t"
+       "xvmaddasp	35, 57, 33	\n\t"
+       "xvmaddasp	38, 58, 33	\n\t"
+       "xvmaddasp	39, 59, 33	\n\t"
+
+       "stxvp		48, 0(%4)	\n\t"
+       "stxvp		50, 32(%4)	\n\t"
+       "stxvp		34, 64(%4)	\n\t"
+       "stxvp		38, 96(%4)	\n\t"
+
+       "addi		%4, %4, 128	\n\t"
+       "xxperm 52, 40, %x10 \n\t"       // exchange real and imag part
+       "xxperm 53, 41, %x10 \n\t"       // exchange real and imag part
+
+       "lxvp		48, 0(%3)	\n\t"	// y0
+       "xxperm 54, 42, %x10 \n\t"       // exchange real and imag part
+       "xxperm 55, 43, %x10 \n\t"       // exchange real and imag part
+       "lxvp		50, 32(%3)	\n\t"	// y2
+
+       "xxperm 56, 44, %x10 \n\t"       // exchange real and imag part
+       "xxperm 57, 45, %x10 \n\t"       // exchange real and imag part
+       "lxvp		34, 64(%3)	\n\t"	// y4
+       "xxperm 58, 46, %x10 \n\t"       // exchange real and imag part
+       "xxperm 59, 47, %x10 \n\t"       // exchange real and imag part
+       "lxvp		38, 96(%3)	\n\t"	// y6
+
+       "addi		%3, %3, 128	\n\t"
+
+       "addic.		%1, %1, -16	\n\t"
+       "bgt		one%=		\n"
+
+       "two%=:				\n\t"
+       "xvmaddasp	48, 40, 32	\n\t"	// alpha_r * x0_r , alpha_r * x0_i
+       "xvmaddasp	49, 41, 32	\n\t"
+       "xvmaddasp	50, 42, 32	\n\t"
+       "xvmaddasp	51, 43, 32	\n\t"
+
+       "xvmaddasp	34, 44, 32	\n\t"
+       "xvmaddasp	35, 45, 32	\n\t"
+       "xvmaddasp	38, 46, 32	\n\t"
+       "xvmaddasp	39, 47, 32	\n\t"
+
+       "xvmaddasp	48, 52, 33	\n\t"	// alpha_i * x0_i , alpha_i * x0_r
+       "xvmaddasp	49, 53, 33	\n\t"
+       "xvmaddasp	50, 54, 33	\n\t"
+       "xvmaddasp	51, 55, 33	\n\t"
+
+       "xvmaddasp	34, 56, 33	\n\t"
+       "xvmaddasp	35, 57, 33	\n\t"
+       "xvmaddasp	38, 58, 33	\n\t"
+       "xvmaddasp	39, 59, 33	\n\t"
+
+       "stxvp		48, 0(%4)	\n\t"
+       "stxvp		50, 32(%4)	\n\t"
+       "stxvp		34, 64(%4)	\n\t"
+       "stxvp		38, 96(%4)	\n\t"
+
+     "#n=%1 x=%5=%2 y=%0=%3 alpha=(%7,%8) mvecp=%6=%9 ytmp=%4\n"
+     :
+       "+m" (*y),
+       "+r" (n),	// 1
+       "+b" (x),	// 2
+       "+b" (y),	// 3
+       "=b" (ytmp)	// 4 
+     :
+       "m" (*x),
+       "m" (*mvecp),
+       "d" (alpha_r),	// 7
+       "d" (alpha_i),	// 8
+       "4" (mvecp),	// 9
+       "wa" (mask)
+     :
+       "cr0",
+       "vs32","vs33","vs34","vs35","vs36","vs37","vs38","vs39",
+       "vs40","vs41","vs42","vs43","vs44","vs45","vs46","vs47",
+       "vs48","vs49","vs50","vs51","vs52","vs53","vs54","vs55",
+       "vs56","vs57","vs58","vs59"
+     );
+}

kernel/power/caxpy_power10.c

@@ -0,0 +1,126 @@
+/***************************************************************************
+Copyright (c) 2020, The OpenBLAS Project
+All rights reserved.
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+1. Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+2. Redistributions in binary form must reproduce the above copyright
+notice, this list of conditions and the following disclaimer in
+the documentation and/or other materials provided with the
+distribution.
+3. Neither the name of the OpenBLAS project nor the names of
+its contributors may be used to endorse or promote products
+derived from this software without specific prior written permission.
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ARE DISCLAIMED. IN NO EVENT SHALL THE OPENBLAS PROJECT OR CONTRIBUTORS BE
+LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
+USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+*****************************************************************************/
+
+#include "common.h"
+
+
+#if defined(__VEC__) || defined(__ALTIVEC__)
+#include "caxpy_microk_power10.c"
+#endif
+
+
+#ifndef HAVE_KERNEL_8
+
+static void caxpy_kernel_8(BLASLONG n, FLOAT *x, FLOAT *y, FLOAT da_r,FLOAT da_i)
+{
+	BLASLONG register i  = 0;
+	BLASLONG register ix = 0;
+ 
+	
+
+	while(i < n)
+        {
+#if !defined(CONJ)
+              y[ix]   += ( da_r * x[ix]   - da_i * x[ix+1] ) ;
+              y[ix+1] += ( da_r * x[ix+1] + da_i * x[ix]   ) ;
+              y[ix+2] += ( da_r * x[ix+2] - da_i * x[ix+3] ) ;
+              y[ix+3] += ( da_r * x[ix+3] + da_i * x[ix+2] ) ;
+#else
+              y[ix]   += ( da_r * x[ix]   + da_i * x[ix+1] ) ;
+              y[ix+1] -= ( da_r * x[ix+1] - da_i * x[ix]   ) ;
+              y[ix+2] += ( da_r * x[ix+2] + da_i * x[ix+3] ) ;
+              y[ix+3] -= ( da_r * x[ix+3] - da_i * x[ix+2] ) ;
+#endif
+
+              ix+=4 ;
+              i+=2 ;
+
+       }
+
+}
+
+#endif
+
+int CNAME(BLASLONG n, BLASLONG dummy0, BLASLONG dummy1, FLOAT da_r, FLOAT da_i, FLOAT *x, BLASLONG inc_x, FLOAT *y, BLASLONG inc_y, FLOAT *dummy, BLASLONG dummy2)
+{
+	BLASLONG i=0;
+	BLASLONG ix=0,iy=0;
+
+	if ( n <= 0 )  return(0);
+
+	if ( (inc_x == 1) && (inc_y == 1) )
+	{
+
+		BLASLONG n1 = n & -16;
+
+		if ( n1 )
+		{
+			caxpy_kernel_8 (n1, x, y, da_r, da_i);
+			ix = 2 * n1;
+		}
+		i = n1;
+		while(i < n)
+		{
+#if !defined(CONJ)
+                	y[ix]   += ( da_r * x[ix]   - da_i * x[ix+1] ) ;
+                	y[ix+1] += ( da_r * x[ix+1] + da_i * x[ix]   ) ;
+#else
+                	y[ix]   += ( da_r * x[ix]   + da_i * x[ix+1] ) ;
+                	y[ix+1] -= ( da_r * x[ix+1] - da_i * x[ix]   ) ;
+#endif
+			i++ ;
+			ix += 2;
+
+		}
+		return(0);
+
+
+	}
+
+	inc_x *=2;
+	inc_y *=2;
+
+	while(i < n)
+	{
+
+#if !defined(CONJ)
+                y[iy]   += ( da_r * x[ix]   - da_i * x[ix+1] ) ;
+                y[iy+1] += ( da_r * x[ix+1] + da_i * x[ix]   ) ;
+#else
+                y[iy]   += ( da_r * x[ix]   + da_i * x[ix+1] ) ;
+                y[iy+1] -= ( da_r * x[ix+1] - da_i * x[ix]   ) ;
+#endif
+		ix  += inc_x ;
+		iy  += inc_y ;
+		i++ ;
+
+	}
+	return(0);
+
+}
+
+

kernel/power/saxpy_microk_power10.c

@@ -0,0 +1,181 @@
+/***************************************************************************
+Copyright (c) 2020, The OpenBLAS Project
+All rights reserved.
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+1. Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+2. Redistributions in binary form must reproduce the above copyright
+notice, this list of conditions and the following disclaimer in
+the documentation and/or other materials provided with the
+distribution.
+3. Neither the name of the OpenBLAS project nor the names of
+its contributors may be used to endorse or promote products
+derived from this software without specific prior written permission.
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ARE DISCLAIMED. IN NO EVENT SHALL THE OPENBLAS PROJECT OR CONTRIBUTORS BE
+LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
+USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+*****************************************************************************/
+
+#define HAVE_KERNEL_8 1
+
+static void saxpy_kernel_64(long n, float *x, float *y, float alpha)
+{
+  __vector float t0 = {alpha, alpha,alpha, alpha};
+
+  __asm__
+    (
+
+       "dcbt		0, %2		\n\t"
+       "dcbt		0, %3		\n\t"
+
+       "lxvp		32, 0(%2)	\n\t"
+       "lxvp		34, 32(%2)	\n\t"
+       "lxvp		40, 64(%2)	\n\t"
+       "lxvp		42, 96(%2)	\n\t"
+       "lxvp		48, 128(%2)	\n\t"
+       "lxvp		50, 160(%2)	\n\t"
+       "lxvp		52, 192(%2)	\n\t"
+       "lxvp		54, 224(%2)	\n\t"
+
+       "lxvp		36, 0(%3)	\n\t"
+       "lxvp		38, 32(%3)	\n\t"
+       "lxvp		44, 64(%3)	\n\t"
+       "lxvp		46, 96(%3)	\n\t"
+       "lxvp		56, 128(%3)	\n\t"
+       "lxvp		58, 160(%3)	\n\t"
+       "lxvp		60, 192(%3)	\n\t"
+       "lxvp		62, 224(%3)	\n\t"
+
+       "addi		%2, %2, 256	\n\t"
+
+       "addic.		%1, %1, -64	\n\t"
+       "ble		two%=		\n\t"
+
+       ".align 5			\n"
+     "one%=:				\n\t"
+
+       "xvmaddasp	36, 32, %x4	\n\t"
+       "xvmaddasp	37, 33, %x4	\n\t"
+
+       "lxvp		32, 0(%2)	\n\t"
+       "stxvp		36, 0(%3)	\n\t"
+
+       "xvmaddasp	38, 34, %x4	\n\t"
+       "xvmaddasp	39, 35, %x4	\n\t"
+
+       "lxvp		34, 32(%2)	\n\t"
+       "stxvp		38, 32(%3)	\n\t"
+
+       "lxvp		36, 256(%3)	\n\t"
+       "lxvp		38, 288(%3)	\n\t"
+
+       "xvmaddasp	44, 40, %x4	\n\t"
+       "xvmaddasp	45, 41, %x4	\n\t"
+
+       "lxvp		40, 64(%2)	\n\t"
+       "stxvp		44, 64(%3)	\n\t"
+
+       "xvmaddasp	46, 42, %x4	\n\t"
+       "xvmaddasp	47, 43, %x4	\n\t"
+
+       "lxvp		42, 96(%2)	\n\t"
+       "stxvp		46, 96(%3)	\n\t"
+
+       "lxvp		44, 320(%3)	\n\t"
+       "lxvp		46, 352(%3)	\n\t"
+
+       "xvmaddasp	56, 48, %x4	\n\t"
+       "xvmaddasp	57, 49, %x4	\n\t"
+
+       "lxvp		48, 128(%2)	\n\t"
+       "stxvp		56, 128(%3)	\n\t"
+
+       "xvmaddasp	58, 50, %x4	\n\t"
+       "xvmaddasp	59, 51, %x4	\n\t"
+
+       "lxvp		50, 160(%2)	\n\t"
+       "stxvp		58, 160(%3)	\n\t"
+
+       "lxvp		56, 384(%3)	\n\t"
+       "lxvp		58, 416(%3)	\n\t"
+
+       "xvmaddasp	60, 52, %x4	\n\t"
+       "xvmaddasp	61, 53, %x4	\n\t"
+
+       "lxvp		52, 192(%2)	\n\t"
+       "stxvp		60, 192(%3)	\n\t"
+
+       "xvmaddasp	62, 54, %x4	\n\t"
+       "xvmaddasp	63, 55, %x4	\n\t"
+
+       "lxvp		54, 224(%2)	\n\t"
+       "stxvp		62, 224(%3)	\n\t"
+
+       "lxvp		60, 448(%3)	\n\t"
+       "lxvp		62, 480(%3)	\n\t"
+
+       "addi		%2, %2, 256	\n\t"
+       "addi		%3, %3, 256	\n\t"
+
+       "addic.		%1, %1, -64	\n\t"
+       "bgt		one%=		\n"
+
+     "two%=:				\n\t"
+
+       "xvmaddasp	36, 32, %x4	\n\t"
+       "xvmaddasp	37, 33, %x4	\n\t"
+       "xvmaddasp	38, 34, %x4	\n\t"
+       "xvmaddasp	39, 35, %x4	\n\t"
+
+       "xvmaddasp	44, 40, %x4	\n\t"
+       "xvmaddasp	45, 41, %x4	\n\t"
+       "xvmaddasp	46, 42, %x4	\n\t"
+       "xvmaddasp	47, 43, %x4	\n\t"
+
+       "xvmaddasp	56, 48, %x4	\n\t"
+       "xvmaddasp	57, 49, %x4	\n\t"
+       "xvmaddasp	58, 50, %x4	\n\t"
+       "xvmaddasp	59, 51, %x4	\n\t"
+
+       "xvmaddasp	60, 52, %x4	\n\t"
+       "xvmaddasp	61, 53, %x4	\n\t"
+       "xvmaddasp	62, 54, %x4	\n\t"
+       "xvmaddasp	63, 55, %x4	\n\t"
+       "stxvp		36, 0(%3)	\n\t"
+       "stxvp		38, 32(%3)	\n\t"
+       "stxvp		44, 64(%3)	\n\t"
+       "stxvp		46, 96(%3)	\n\t"
+       "stxvp		56, 128(%3)	\n\t"
+       "stxvp		58, 160(%3)	\n\t"
+       "stxvp		60, 192(%3)	\n\t"
+       "stxvp		62, 224(%3)	\n\t"
+
+     "#n=%1 x=%5=%2 y=%0=%3 t0=%x4\n"
+     :
+       "+m" (*y),
+       "+r" (n),	// 1
+       "+b" (x),	// 2
+       "+b" (y)		// 3
+     :
+       "wa" (t0),	// 4
+       "m" (*x)
+     :
+       "cr0",
+       "vs32","vs33","vs34","vs35","vs36","vs37", "vs38", "vs39",
+       "vs40","vs41","vs42","vs43","vs44","vs45","vs46","vs47",
+       "vs48","vs49","vs50","vs51","vs52","vs53","vs54","vs55",
+       "vs56","vs57","vs58","vs59","vs60","vs61","vs62","vs63"
+     );
+
+}
+
+

kernel/power/saxpy_power10.c

@@ -0,0 +1,119 @@
+/***************************************************************************
+Copyright (c) 2020, The OpenBLAS Project
+All rights reserved.
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+1. Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+2. Redistributions in binary form must reproduce the above copyright
+notice, this list of conditions and the following disclaimer in
+the documentation and/or other materials provided with the
+distribution.
+3. Neither the name of the OpenBLAS project nor the names of
+its contributors may be used to endorse or promote products
+derived from this software without specific prior written permission.
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ARE DISCLAIMED. IN NO EVENT SHALL THE OPENBLAS PROJECT OR CONTRIBUTORS BE
+LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
+USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+*****************************************************************************/
+
+
+#include "common.h"
+
+#if defined(__VEC__) || defined(__ALTIVEC__)
+#include "saxpy_microk_power10.c"
+#endif
+
+#ifndef HAVE_KERNEL_8
+static void saxpy_kernel_64(BLASLONG n, FLOAT *x, FLOAT *y, FLOAT alpha)
+{
+	BLASLONG register i = 0;
+
+	while(i < n)
+        {
+              y[i]   += alpha * x[i];
+              y[i+1] += alpha * x[i+1];
+              y[i+2] += alpha * x[i+2];
+              y[i+3] += alpha * x[i+3];
+              y[i+4] += alpha * x[i+4];
+              y[i+5] += alpha * x[i+5];
+              y[i+6] += alpha * x[i+6];
+              y[i+7] += alpha * x[i+7];
+              i+=8 ;
+
+       }
+
+}
+#endif
+
+int CNAME(BLASLONG n, BLASLONG dummy0, BLASLONG dummy1, FLOAT da, FLOAT *x, BLASLONG inc_x, FLOAT *y, BLASLONG inc_y, FLOAT *dummy, BLASLONG dummy2)
+{
+	BLASLONG i=0;
+	BLASLONG ix=0,iy=0;
+
+	if ( n <= 0 )  return(0);
+
+	if ( (inc_x == 1) && (inc_y == 1) )
+	{
+
+		BLASLONG n1 = n & -64;
+
+		if ( n1 )
+			saxpy_kernel_64(n1, x, y, da);
+
+		i = n1;
+		while(i < n)
+		{
+
+			y[i] += da * x[i] ;
+			i++ ;
+
+		}
+		return(0);
+
+
+	}
+
+	BLASLONG n1 = n & -4;
+
+	while(i < n1)
+	{
+
+		FLOAT m1      = da * x[ix] ;
+		FLOAT m2      = da * x[ix+inc_x] ;
+		FLOAT m3      = da * x[ix+2*inc_x] ;
+		FLOAT m4      = da * x[ix+3*inc_x] ;
+
+		y[iy]         += m1 ;
+		y[iy+inc_y]   += m2 ;
+		y[iy+2*inc_y] += m3 ;
+		y[iy+3*inc_y] += m4 ;
+
+		ix  += inc_x*4 ;
+		iy  += inc_y*4 ;
+		i+=4 ;
+
+	}
+
+	while(i < n)
+	{
+
+		y[iy] += da * x[ix] ;
+		ix  += inc_x ;
+		iy  += inc_y ;
+		i++ ;
+
+	}
+	return(0);
+
+}
+
+

kernel/setparam-ref.c

@@ -69,7 +69,7 @@ gotoblas_t TABLE_NAME = {
   snrm2_kTS,  sasum_kTS, ssum_kTS, scopy_kTS, sbdot_kTS,
   dsdot_kTS,
   srot_kTS,   saxpy_kTS,  sscal_kTS, sswap_kTS,
-  sgemv_nTS,  sgemv_tTS, sger_kTS,
+  sbgemv_nTS, sbgemv_tTS, sger_kTS,
   ssymv_LTS, ssymv_UTS,
 
   sbgemm_kernelTS, sbgemm_betaTS,

kernel/x86_64/KERNEL

@@ -384,6 +384,14 @@ endif
 
 GEMVDEP = ../l2param.h
 
+ifndef SBGEMVNKERNEL
+SBGEMVNKERNEL = sbgemv_n.c
+endif
+
+ifndef SBGEMVTKERNEL
+SBGEMVTKERNEL = sbgemv_t.c
+endif
+
 ifndef SGEMVNKERNEL
 SGEMVNKERNEL = sgemv_n.c
 endif

kernel/x86_64/bf16_common_macros.h

@@ -0,0 +1,795 @@
+/***************************************************************************
+Copyright (c) 2014, The OpenBLAS Project
+All rights reserved.
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+1. Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+2. Redistributions in binary form must reproduce the above copyright
+notice, this list of conditions and the following disclaimer in
+the documentation and/or other materials provided with the
+distribution.
+3. Neither the name of the OpenBLAS project nor the names of
+its contributors may be used to endorse or promote products
+derived from this software without specific prior written permission.
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ARE DISCLAIMED. IN NO EVENT SHALL THE OPENBLAS PROJECT OR CONTRIBUTORS BE
+LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
+USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+*****************************************************************************/
+#ifndef __BF16_COMMON_MACROS
+#define __BF16_COMMON_MACROS
+
+#include <immintrin.h>
+
+#define EXTRACT_LOW_256_FROM_512_2X(reg256, reg512)   \
+    reg256##_0 = _mm512_castps512_ps256(reg512##_0);  \
+    reg256##_1 = _mm512_castps512_ps256(reg512##_1);
+
+
+#define BF16_MATRIX_LOAD_8x32(regArray, a, lda, idx_m, idx_n)      \
+    regArray##_0 = _mm512_loadu_si512(&a[(idx_m+0)*lda + idx_n]);  \
+    regArray##_1 = _mm512_loadu_si512(&a[(idx_m+1)*lda + idx_n]);  \
+    regArray##_2 = _mm512_loadu_si512(&a[(idx_m+2)*lda + idx_n]);  \
+    regArray##_3 = _mm512_loadu_si512(&a[(idx_m+3)*lda + idx_n]);  \
+    regArray##_4 = _mm512_loadu_si512(&a[(idx_m+4)*lda + idx_n]);  \
+    regArray##_5 = _mm512_loadu_si512(&a[(idx_m+5)*lda + idx_n]);  \
+    regArray##_6 = _mm512_loadu_si512(&a[(idx_m+6)*lda + idx_n]);  \
+    regArray##_7 = _mm512_loadu_si512(&a[(idx_m+7)*lda + idx_n]);
+
+
+#define BF16_MATRIX_LOAD_8x16(regArray, a, lda, idx_m, idx_n)      \
+    regArray##_0 = _mm256_loadu_si256(&a[(idx_m+0)*lda + idx_n]);  \
+    regArray##_1 = _mm256_loadu_si256(&a[(idx_m+1)*lda + idx_n]);  \
+    regArray##_2 = _mm256_loadu_si256(&a[(idx_m+2)*lda + idx_n]);  \
+    regArray##_3 = _mm256_loadu_si256(&a[(idx_m+3)*lda + idx_n]);  \
+    regArray##_4 = _mm256_loadu_si256(&a[(idx_m+4)*lda + idx_n]);  \
+    regArray##_5 = _mm256_loadu_si256(&a[(idx_m+5)*lda + idx_n]);  \
+    regArray##_6 = _mm256_loadu_si256(&a[(idx_m+6)*lda + idx_n]);  \
+    regArray##_7 = _mm256_loadu_si256(&a[(idx_m+7)*lda + idx_n]);
+
+
+#define BF16_MATRIX_LOAD_8x8(regArray, a, lda, idx_m, idx_n)    \
+    regArray##_0 = _mm_loadu_si128(&a[(idx_m+0)*lda + idx_n]);  \
+    regArray##_1 = _mm_loadu_si128(&a[(idx_m+1)*lda + idx_n]);  \
+    regArray##_2 = _mm_loadu_si128(&a[(idx_m+2)*lda + idx_n]);  \
+    regArray##_3 = _mm_loadu_si128(&a[(idx_m+3)*lda + idx_n]);  \
+    regArray##_4 = _mm_loadu_si128(&a[(idx_m+4)*lda + idx_n]);  \
+    regArray##_5 = _mm_loadu_si128(&a[(idx_m+5)*lda + idx_n]);  \
+    regArray##_6 = _mm_loadu_si128(&a[(idx_m+6)*lda + idx_n]);  \
+    regArray##_7 = _mm_loadu_si128(&a[(idx_m+7)*lda + idx_n]);
+
+
+#define BF16_MATRIX_LOAD_1x32(regArray, a, lda, idx_m, idx_n)       \
+    regArray = _mm512_loadu_si512(&a[idx_m*lda + idx_n]);
+
+
+#define BF16_MATRIX_MASKZ_LOAD_8x32(regArray, a, lda, idx_m, idx_n, mask)      \
+    regArray##_0 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+0)*lda + idx_n]);  \
+    regArray##_1 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+1)*lda + idx_n]);  \
+    regArray##_2 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+2)*lda + idx_n]);  \
+    regArray##_3 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+3)*lda + idx_n]);  \
+    regArray##_4 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+4)*lda + idx_n]);  \
+    regArray##_5 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+5)*lda + idx_n]);  \
+    regArray##_6 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+6)*lda + idx_n]);  \
+    regArray##_7 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+7)*lda + idx_n]);
+
+
+#define BF16_MATRIX_MASKZ_LOAD_8x16(regArray, a, lda, idx_m, idx_n, mask)      \
+    regArray##_0 = _mm256_maskz_loadu_epi16(mask, &a[(idx_m+0)*lda + idx_n]);  \
+    regArray##_1 = _mm256_maskz_loadu_epi16(mask, &a[(idx_m+1)*lda + idx_n]);  \
+    regArray##_2 = _mm256_maskz_loadu_epi16(mask, &a[(idx_m+2)*lda + idx_n]);  \
+    regArray##_3 = _mm256_maskz_loadu_epi16(mask, &a[(idx_m+3)*lda + idx_n]);  \
+    regArray##_4 = _mm256_maskz_loadu_epi16(mask, &a[(idx_m+4)*lda + idx_n]);  \
+    regArray##_5 = _mm256_maskz_loadu_epi16(mask, &a[(idx_m+5)*lda + idx_n]);  \
+    regArray##_6 = _mm256_maskz_loadu_epi16(mask, &a[(idx_m+6)*lda + idx_n]);  \
+    regArray##_7 = _mm256_maskz_loadu_epi16(mask, &a[(idx_m+7)*lda + idx_n]);
+
+
+#define BF16_MATRIX_MASKZ_LOAD_8x8(regArray, a, lda, idx_m, idx_n, mask)    \
+    regArray##_0 = _mm_maskz_loadu_epi16(mask, &a[(idx_m+0)*lda + idx_n]);  \
+    regArray##_1 = _mm_maskz_loadu_epi16(mask, &a[(idx_m+1)*lda + idx_n]);  \
+    regArray##_2 = _mm_maskz_loadu_epi16(mask, &a[(idx_m+2)*lda + idx_n]);  \
+    regArray##_3 = _mm_maskz_loadu_epi16(mask, &a[(idx_m+3)*lda + idx_n]);  \
+    regArray##_4 = _mm_maskz_loadu_epi16(mask, &a[(idx_m+4)*lda + idx_n]);  \
+    regArray##_5 = _mm_maskz_loadu_epi16(mask, &a[(idx_m+5)*lda + idx_n]);  \
+    regArray##_6 = _mm_maskz_loadu_epi16(mask, &a[(idx_m+6)*lda + idx_n]);  \
+    regArray##_7 = _mm_maskz_loadu_epi16(mask, &a[(idx_m+7)*lda + idx_n]);
+
+
+#define BF16_MATRIX_MASKZ_LOAD_4x32(regArray, a, lda, idx_m, idx_n, mask)      \
+    regArray##_0 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+0)*lda + idx_n]);  \
+    regArray##_1 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+1)*lda + idx_n]);  \
+    regArray##_2 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+2)*lda + idx_n]);  \
+    regArray##_3 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+3)*lda + idx_n]);
+
+
+#define BF16_MATRIX_MASKZ_LOAD_4x16(regArray, a, lda, idx_m, idx_n, mask)      \
+    regArray##_0 = _mm256_maskz_loadu_epi16(mask, &a[(idx_m+0)*lda + idx_n]);  \
+    regArray##_1 = _mm256_maskz_loadu_epi16(mask, &a[(idx_m+1)*lda + idx_n]);  \
+    regArray##_2 = _mm256_maskz_loadu_epi16(mask, &a[(idx_m+2)*lda + idx_n]);  \
+    regArray##_3 = _mm256_maskz_loadu_epi16(mask, &a[(idx_m+3)*lda + idx_n]);
+
+
+#define BF16_MATRIX_MASKZ_LOAD_8x32_2(regArray, a, lda, idx_m, idx_n, mask)    \
+    regArray##_0 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+0)*lda + idx_n]);  \
+    regArray##_1 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+2)*lda + idx_n]);  \
+    regArray##_2 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+4)*lda + idx_n]);  \
+    regArray##_3 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+6)*lda + idx_n]);  \
+    regArray##_4 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+8)*lda + idx_n]);  \
+    regArray##_5 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+10)*lda + idx_n]);  \
+    regArray##_6 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+12)*lda + idx_n]);  \
+    regArray##_7 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+14)*lda + idx_n]);
+
+
+#define BF16_MATRIX_MASKZ_LOAD_4x32_2(regArray, a, lda, idx_m, idx_n, mask)    \
+    regArray##_0 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+0)*lda + idx_n]);  \
+    regArray##_1 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+2)*lda + idx_n]);  \
+    regArray##_2 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+4)*lda + idx_n]);  \
+    regArray##_3 = _mm512_maskz_loadu_epi16(mask, &a[(idx_m+6)*lda + idx_n]);
+
+#define BF16_MATRIX_MASKZ_LOAD_1x32(regArray, a, lda, idx_m, idx_n, mask)      \
+    regArray = _mm512_maskz_loadu_epi16(mask, &a[idx_m*lda + idx_n]);
+
+#define BF16_VECTOR_LOAD_1x32(reg, x, idx_n)     \
+    reg = _mm512_loadu_si512(x + idx_n);
+
+
+#define BF16_VECTOR_LOAD_1x16(reg, x, idx_n)     \
+    reg = _mm256_loadu_si256(x + idx_n);
+
+
+#define BF16_VECTOR_LOAD_1x8(reg, x, idx_n)      \
+    reg = _mm_loadu_si128(x + idx_n);
+
+
+#define BF16_VECTOR_MASKZ_LOAD_1x32(reg, x, idx_n, mask)     \
+    reg = _mm512_maskz_loadu_epi16(mask, x + idx_n);
+
+
+#define BF16_VECTOR_MASKZ_LOAD_1x16(reg, x, idx_n, mask)     \
+    reg = _mm256_maskz_loadu_epi16(mask, x + idx_n);
+
+
+#define BF16_VECTOR_MASKZ_LOAD_1x8(reg, x, idx_n, mask)      \
+    reg = _mm_maskz_loadu_epi16(mask, x + idx_n);
+
+
+/* 2-step interleave for matrix against 8 rows with 32 BF16 elements per row
+    Input  - register array of 8 rows of raw-major matrix
+    Output - the output of Step 2
+
+    Step 1: 2-element interleave for matrix
+    |a0|a1|b0|b1|a2|a3|b2|b3|a8 |a9 |b8 |b9 |a10|a11|b10|b11|a16|a17|b16|b17|a18|a19|b18|b19|a24|a25|b24|b25|a26|a27|b26|b27
+    |c0|c1|d0|d1|c2|c3|d2|d3|c8 |c9 |d8 |d9 |c10|c11|d10|d11|c16|c17|d16|d17|c18|c19|d18|d19|c24|c25|d24|d25|c26|c27|d26|d27
+    |e0|e1|f0|f1|e2|e3|f2|f3|e8 |e9 |f8 |f9 |e10|e11|f10|f11|e16|e17|f16|f17|e18|e19|f18|f19|e24|e25|f24|f25|e26|e27|f26|f27
+    |g0|g1|h0|h1|g2|g3|h2|h3|g8 |g9 |h8 |h9 |g10|g11|h10|h11|g16|g17|h16|h17|g18|g19|h18|h19|g24|g25|h24|h25|g26|g27|h26|h27
+    |a4|a5|b4|b5|a6|a7|b6|b7|a12|a13|b12|b13|a14|a15|b14|b15|a20|a21|b20|b21|a22|a23|b22|b23|a28|a29|b28|b29|a30|a31|b30|b31
+    |c4|c5|d4|d5|c6|c7|d6|d7|c12|c13|d12|d13|c14|c15|d14|d15|c20|c21|d20|d21|c22|c23|d22|d23|c28|c29|d28|d29|c30|c31|d30|d31
+    |e4|e5|f4|f5|e6|e7|f6|f7|e12|e13|f12|f13|e14|e15|f14|f15|e20|e21|f20|f21|e22|e23|f22|f23|e28|e29|f28|f29|e30|e31|f30|f31
+    |g4|g5|h4|h5|g6|g7|h6|h7|g12|g13|h12|h13|g14|g15|h14|h15|g20|g21|h20|h21|g22|g23|h22|h23|g28|g29|h28|h29|g30|g31|h30|h31
+
+    Step 2: 4-element interleave for matrix
+    |a0|a1|b0|b1|c0|c1|d0|d1|a8 |a9 |b8 |b9 |c8 |c9 |d8 |d9 |a16|a17|b16|b17|c16|c17|d16|d17|a24|a25|b24|b25|c24|c25|d24|d25
+    |a2|a3|b2|b3|c2|c3|d2|d3|a10|a11|b10|b11|c10|c11|d10|d11|a18|a19|b18|b19|c18|c19|d18|d19|a26|a27|b26|b27|c26|c27|d26|d27
+    |e0|e1|f0|f1|g0|g1|h0|h1|e8 |e9 |f8 |f9 |g8 |g9 |h8 |h9 |e16|e17|f16|f17|g16|g17|h16|h17|e24|e25|f24|f25|g24|g25|h24|h25
+    |e2|e3|f2|f3|g2|g3|h2|h3|e10|e11|f10|f11|g10|g11|h10|h11|e18|e19|f18|f19|g18|g19|h18|h19|e26|e27|f26|f27|g26|g27|h26|h27
+    |a4|a5|b4|b5|c4|c5|d4|d5|a12|a13|b12|b13|c12|c13|d12|d13|a20|a21|b20|b21|c20|c21|d20|d21|a28|a29|b28|b29|c28|c29|d28|d29
+    |a6|a7|b6|b7|c6|c7|d6|d7|a14|a15|b14|b15|c14|c15|d14|d15|a22|a23|b22|b23|c22|c23|d22|d23|a30|a31|b30|b31|c30|c31|d30|d31
+    |e4|e5|f4|f5|g4|g5|h4|h5|e12|e13|f12|f13|g12|g13|h12|h13|e20|e21|f20|f21|g20|g21|h20|h21|e28|e29|f28|f29|g28|g29|h28|h29
+    |e6|e7|f6|f7|g6|g7|h6|h7|e14|e15|f14|f15|g14|g15|h14|h15|e22|e23|f22|f23|g22|g23|h22|h23|e30|e31|f30|f31|g30|g31|h30|h31
+*/
+#define BF16_INTERLEAVE_8x32(regArray)                                  \
+    regArray##_8  = _mm512_unpacklo_epi32(regArray##_0, regArray##_1);  \
+    regArray##_9  = _mm512_unpacklo_epi32(regArray##_2, regArray##_3);  \
+    regArray##_10 = _mm512_unpacklo_epi32(regArray##_4, regArray##_5);  \
+    regArray##_11 = _mm512_unpacklo_epi32(regArray##_6, regArray##_7);  \
+    regArray##_12 = _mm512_unpackhi_epi32(regArray##_0, regArray##_1);  \
+    regArray##_13 = _mm512_unpackhi_epi32(regArray##_2, regArray##_3);  \
+    regArray##_14 = _mm512_unpackhi_epi32(regArray##_4, regArray##_5);  \
+    regArray##_15 = _mm512_unpackhi_epi32(regArray##_6, regArray##_7);  \
+                                                                        \
+    regArray##_0 = _mm512_unpacklo_epi64(regArray##_8,  regArray##_9);  \
+    regArray##_1 = _mm512_unpackhi_epi64(regArray##_8,  regArray##_9);  \
+    regArray##_2 = _mm512_unpacklo_epi64(regArray##_10, regArray##_11); \
+    regArray##_3 = _mm512_unpackhi_epi64(regArray##_10, regArray##_11); \
+    regArray##_4 = _mm512_unpacklo_epi64(regArray##_12, regArray##_13); \
+    regArray##_5 = _mm512_unpackhi_epi64(regArray##_12, regArray##_13); \
+    regArray##_6 = _mm512_unpacklo_epi64(regArray##_14, regArray##_15); \
+    regArray##_7 = _mm512_unpackhi_epi64(regArray##_14, regArray##_15);
+
+
+/* 2-step interleave for matrix against 8 rows with 16 BF16 elements per row
+    Input  - register array of 8 rows of raw-major matrix
+    Output - the output of Step 2
+
+    Step 1: 2-element interleave for matrix
+    |a0|a1|b0|b1|a2|a3|b2|b3|a8 |a9 |b8 |b9 |a10|a11|b10|b11
+    |c0|c1|d0|d1|c2|c3|d2|d3|c8 |c9 |d8 |d9 |c10|c11|d10|d11
+    |e0|e1|f0|f1|e2|e3|f2|f3|e8 |e9 |f8 |f9 |e10|e11|f10|f11
+    |g0|g1|h0|h1|g2|g3|h2|h3|g8 |g9 |h8 |h9 |g10|g11|h10|h11
+    |a4|a5|b4|b5|a6|a7|b6|b7|a12|a13|b12|b13|a14|a15|b14|b15
+    |c4|c5|d4|d5|c6|c7|d6|d7|c12|c13|d12|d13|c14|c15|d14|d15
+    |e4|e5|f4|f5|e6|e7|f6|f7|e12|e13|f12|f13|e14|e15|f14|f15
+    |g4|g5|h4|h5|g6|g7|h6|h7|g12|g13|h12|h13|g14|g15|h14|h15
+
+    Step 2: 4-element interleave for matrix
+    |a0|a1|b0|b1|c0|c1|d0|d1|a8 |a9 |b8 |b9 |c8 |c9 |d8 |d9
+    |a2|a3|b2|b3|c2|c3|d2|d3|a10|a11|b10|b11|c10|c11|d10|d11
+    |e0|e1|f0|f1|g0|g1|h0|h1|e8 |e9 |f8 |f9 |g8 |g9 |h8 |h9
+    |e2|e3|f2|f3|g2|g3|h2|h3|e10|e11|f10|f11|g10|g11|h10|h11
+    |a4|a5|b4|b5|c4|c5|d4|d5|a12|a13|b12|b13|c12|c13|d12|d13
+    |a6|a7|b6|b7|c6|c7|d6|d7|a14|a15|b14|b15|c14|c15|d14|d15
+    |e4|e5|f4|f5|g4|g5|h4|h5|e12|e13|f12|f13|g12|g13|h12|h13
+    |e6|e7|f6|f7|g6|g7|h6|h7|e14|e15|f14|f15|g14|g15|h14|h15
+*/
+#define BF16_INTERLEAVE_8x16(regArray)                                  \
+    regArray##_8  = _mm256_unpacklo_epi32(regArray##_0, regArray##_1);  \
+    regArray##_9  = _mm256_unpacklo_epi32(regArray##_2, regArray##_3);  \
+    regArray##_10 = _mm256_unpacklo_epi32(regArray##_4, regArray##_5);  \
+    regArray##_11 = _mm256_unpacklo_epi32(regArray##_6, regArray##_7);  \
+    regArray##_12 = _mm256_unpackhi_epi32(regArray##_0, regArray##_1);  \
+    regArray##_13 = _mm256_unpackhi_epi32(regArray##_2, regArray##_3);  \
+    regArray##_14 = _mm256_unpackhi_epi32(regArray##_4, regArray##_5);  \
+    regArray##_15 = _mm256_unpackhi_epi32(regArray##_6, regArray##_7);  \
+                                                                        \
+    regArray##_0  = _mm256_unpacklo_epi64(regArray##_8,  regArray##_9);    \
+    regArray##_1  = _mm256_unpackhi_epi64(regArray##_8,  regArray##_9);    \
+    regArray##_2  = _mm256_unpacklo_epi64(regArray##_10, regArray##_11);   \
+    regArray##_3  = _mm256_unpackhi_epi64(regArray##_10, regArray##_11);   \
+    regArray##_4  = _mm256_unpacklo_epi64(regArray##_12, regArray##_13);   \
+    regArray##_5  = _mm256_unpackhi_epi64(regArray##_12, regArray##_13);   \
+    regArray##_6  = _mm256_unpacklo_epi64(regArray##_14, regArray##_15);   \
+    regArray##_7  = _mm256_unpackhi_epi64(regArray##_14, regArray##_15);
+
+/* 2-step interleave for matrix against 8 rows with 32 BF16 elements per row
+    Input  - register array of 8 rows of raw-major matrix
+    Output - the output of Step 2
+
+    Step 1: 2-element interleave for matrix
+    |a0|a1|b0|b1|a2|a3|b2|b3|a8 |a9 |b8 |b9 |a10|a11|b10|b11|a16|a17|b16|b17|a18|a19|b18|b19|a24|a25|b24|b25|a26|a27|b26|b27
+    |c0|c1|d0|d1|c2|c3|d2|d3|c8 |c9 |d8 |d9 |c10|c11|d10|d11|c16|c17|d16|d17|c18|c19|d18|d19|c24|c25|d24|d25|c26|c27|d26|d27
+    |a4|a5|b4|b5|a6|a7|b6|b7|a12|a13|b12|b13|a14|a15|b14|b15|a20|a21|b20|b21|a22|a23|b22|b23|a28|a29|b28|b29|a30|a31|b30|b31
+    |c4|c5|d4|d5|c6|c7|d6|d7|c12|c13|d12|d13|c14|c15|d14|d15|c20|c21|d20|d21|c22|c23|d22|d23|c28|c29|d28|d29|c30|c31|d30|d31
+
+    Step 2: 4-element interleave for matrix
+    |a0|a1|b0|b1|c0|c1|d0|d1|a8 |a9 |b8 |b9 |c8 |c9 |d8 |d9 |a16|a17|b16|b17|c16|c17|d16|d17|a24|a25|b24|b25|c24|c25|d24|d25
+    |a2|a3|b2|b3|c2|c3|d2|d3|a10|a11|b10|b11|c10|c11|d10|d11|a18|a19|b18|b19|c18|c19|d18|d19|a26|a27|b26|b27|c26|c27|d26|d27
+    |a4|a5|b4|b5|c4|c5|d4|d5|a12|a13|b12|b13|c12|c13|d12|d13|a20|a21|b20|b21|c20|c21|d20|d21|a28|a29|b28|b29|c28|c29|d28|d29
+    |a6|a7|b6|b7|c6|c7|d6|d7|a14|a15|b14|b15|c14|c15|d14|d15|a22|a23|b22|b23|c22|c23|d22|d23|a30|a31|b30|b31|c30|c31|d30|d31
+*/
+#define BF16_INTERLEAVE_4x32(regArray)                                 \
+    regArray##_4 = _mm512_unpacklo_epi32(regArray##_0, regArray##_1);  \
+    regArray##_5 = _mm512_unpacklo_epi32(regArray##_2, regArray##_3);  \
+    regArray##_6 = _mm512_unpackhi_epi32(regArray##_0, regArray##_1);  \
+    regArray##_7 = _mm512_unpackhi_epi32(regArray##_2, regArray##_3);  \
+                                                                       \
+    regArray##_0 = _mm512_unpacklo_epi64(regArray##_4, regArray##_5);  \
+    regArray##_1 = _mm512_unpackhi_epi64(regArray##_4, regArray##_5);  \
+    regArray##_2 = _mm512_unpacklo_epi64(regArray##_6, regArray##_7);  \
+    regArray##_3 = _mm512_unpackhi_epi64(regArray##_6, regArray##_7);
+
+
+/* 2-step interleave for matrix against 8 rows with 16 BF16 elements per row
+    Input  - register array of 8 rows of raw-major matrix
+    Output - the output of Step 2
+
+    Step 1: 2-element interleave for matrix
+    |a0|a1|b0|b1|a2|a3|b2|b3|a8 |a9 |b8 |b9 |a10|a11|b10|b11
+    |c0|c1|d0|d1|c2|c3|d2|d3|c8 |c9 |d8 |d9 |c10|c11|d10|d11
+    |a4|a5|b4|b5|a6|a7|b6|b7|a12|a13|b12|b13|a14|a15|b14|b15
+    |c4|c5|d4|d5|c6|c7|d6|d7|c12|c13|d12|d13|c14|c15|d14|d15
+
+    Step 2: 4-element interleave for matrix
+    |a0|a1|b0|b1|c0|c1|d0|d1|a8 |a9 |b8 |b9 |c8 |c9 |d8 |d9
+    |a2|a3|b2|b3|c2|c3|d2|d3|a10|a11|b10|b11|c10|c11|d10|d11
+    |a4|a5|b4|b5|c4|c5|d4|d5|a12|a13|b12|b13|c12|c13|d12|d13
+    |a6|a7|b6|b7|c6|c7|d6|d7|a14|a15|b14|b15|c14|c15|d14|d15
+*/
+#define BF16_INTERLEAVE_4x16(regArray)                                 \
+    regArray##_4 = _mm256_unpacklo_epi32(regArray##_0, regArray##_1);  \
+    regArray##_5 = _mm256_unpacklo_epi32(regArray##_2, regArray##_3);  \
+    regArray##_6 = _mm256_unpackhi_epi32(regArray##_0, regArray##_1);  \
+    regArray##_7 = _mm256_unpackhi_epi32(regArray##_2, regArray##_3);  \
+                                                                       \
+    regArray##_0 = _mm256_unpacklo_epi64(regArray##_4, regArray##_5);  \
+    regArray##_1 = _mm256_unpackhi_epi64(regArray##_4, regArray##_5);  \
+    regArray##_2 = _mm256_unpacklo_epi64(regArray##_6, regArray##_7);  \
+    regArray##_3 = _mm256_unpackhi_epi64(regArray##_6, regArray##_7);
+
+
+/* 2-step interleave for x with 32 BF16 elements
+    Input  - original vector
+    Output - the output of Step 2
+
+    Step 1: 2-element interleave for x:
+    |x0|x1|x0|x1|x2|x3|x2|x3|x8 |x9 |x8 |x9 |x10|x11|x10|x11|x16|x17|x16|x17|x18|x19|x18|x19|x24|x25|x24|x25|x26|x27|x26|x27
+    |x4|x5|x4|x5|x6|x7|x6|x7|x12|x13|x12|x13|x14|x15|x14|x15|x20|x21|x20|x21|x22|x23|x22|x23|x28|x29|x28|x29|x30|x31|x30|x31
+ 
+    Step 2: 4-element interleave for x:
+    |x0|x1|x0|x1|x0|x1|x0|x1|x8 |x9 |x8 |x9 |x8 |x9 |x8 |x9 |x16|x17|x16|x17|x16|x17|x16|x17|x24|x25|x24|x25|x24|x25|x24|x25
+    |x2|x3|x2|x3|x2|x3|x2|x3|x10|x11|x10|x11|x10|x11|x10|x11|x18|x19|x18|x19|x18|x19|x18|x19|x26|x27|x26|x27|x26|x27|x26|x27
+    |x4|x5|x4|x5|x4|x5|x4|x5|x12|x13|x12|x13|x12|x13|x12|x13|x20|x21|x20|x21|x20|x21|x20|x21|x28|x29|x28|x29|x28|x29|x28|x29
+    |x6|x7|x6|x7|x6|x7|x6|x7|x14|x15|x14|x15|x14|x15|x14|x15|x22|x23|x22|x23|x22|x23|x22|x23|x30|x31|x30|x31|x30|x31|x30|x31
+*/
+#define BF16_INTERLEAVE_1x32(regArray)                                 \
+    regArray##_1 = _mm512_unpacklo_epi32(regArray##_0, regArray##_0);  \
+    regArray##_3 = _mm512_unpackhi_epi32(regArray##_0, regArray##_0);  \
+                                                                       \
+    regArray##_0 = _mm512_unpacklo_epi64(regArray##_1, regArray##_1);  \
+    regArray##_1 = _mm512_unpackhi_epi64(regArray##_1, regArray##_1);  \
+    regArray##_2 = _mm512_unpacklo_epi64(regArray##_3, regArray##_3);  \
+    regArray##_3 = _mm512_unpackhi_epi64(regArray##_3, regArray##_3);
+
+
+/* 2-step interleave for x with 16 BF16 elements
+    Input  - original vector
+    Output - the output of Step 2
+
+    Step 1: 2-element interleave for x:
+    |x0|x1|x0|x1|x2|x3|x2|x3|x8 |x9 |x8 |x9 |x10|x11|x10|x11
+    |x4|x5|x4|x5|x6|x7|x6|x7|x12|x13|x12|x13|x14|x15|x14|x15
+
+    Step 2: 4-element interleave for x:
+    |x0|x1|x0|x1|x0|x1|x0|x1|x8 |x9 |x8 |x9 |x8 |x9 |x8 |x9
+    |x2|x3|x2|x3|x2|x3|x2|x3|x10|x11|x10|x11|x10|x11|x10|x11
+    |x4|x5|x4|x5|x4|x5|x4|x5|x12|x13|x12|x13|x12|x13|x12|x13
+    |x6|x7|x6|x7|x6|x7|x6|x7|x14|x15|x14|x15|x14|x15|x14|x15
+*/
+#define BF16_INTERLEAVE_1x16(regArray)                                 \
+    regArray##_1 = _mm256_unpacklo_epi32(regArray##_0, regArray##_0);  \
+    regArray##_3 = _mm256_unpackhi_epi32(regArray##_0, regArray##_0);  \
+                                                                       \
+    regArray##_0 = _mm256_unpacklo_epi64(regArray##_1, regArray##_1);  \
+    regArray##_1 = _mm256_unpackhi_epi64(regArray##_1, regArray##_1);  \
+    regArray##_2 = _mm256_unpacklo_epi64(regArray##_3, regArray##_3);  \
+    regArray##_3 = _mm256_unpackhi_epi64(regArray##_3, regArray##_3);
+
+/* 1-step interleave to exchange the high-256s bit and low-256 bits of 4 pair of registers
+   |a0|a1|...|a14|a15|i0|i1|...|i14|i15|
+   |b0|b1|...|b14|b15|j0|j1|...|j14|j15|
+   |c0|c1|...|c14|c15|k0|k1|...|k14|k15|
+   |d0|d1|...|d14|d15|l0|l1|...|l14|l15|
+   |e0|e1|...|e14|e15|m0|m1|...|m14|m15|
+   |f0|f1|...|f14|f15|n0|n1|...|n14|n15|
+   |g0|g1|...|g14|g15|o0|o1|...|o14|o15|
+   |h0|h1|...|h14|h15|p0|p1|...|p14|p15|
+*/
+#define BF16_INTERLEAVE256_8x32(regArray)                                     \
+    regArray##_0 = _mm512_shuffle_i32x4(regArray##_8,  regArray##_12, 0x44);  \
+    regArray##_1 = _mm512_shuffle_i32x4(regArray##_8,  regArray##_12, 0xee);  \
+    regArray##_2 = _mm512_shuffle_i32x4(regArray##_9,  regArray##_13, 0x44);  \
+    regArray##_3 = _mm512_shuffle_i32x4(regArray##_9,  regArray##_13, 0xee);  \
+    regArray##_4 = _mm512_shuffle_i32x4(regArray##_10, regArray##_14, 0x44);  \
+    regArray##_5 = _mm512_shuffle_i32x4(regArray##_10, regArray##_14, 0xee);  \
+    regArray##_6 = _mm512_shuffle_i32x4(regArray##_11, regArray##_15, 0x44);  \
+    regArray##_7 = _mm512_shuffle_i32x4(regArray##_11, regArray##_15, 0xee);
+
+
+/* 1-step interleave to exchange the high-256s bit and low-256 bits of 2 pair of registers
+   |a0|a1|...|a14|a15|e0|e1|...|e14|e15|
+   |b0|b1|...|b14|b15|f0|f1|...|f14|f15|
+   |c0|c1|...|c14|c15|g0|g1|...|g14|g15|
+   |d0|d1|...|d14|d15|h0|h1|...|h14|h15|
+*/
+#define BF16_INTERLEAVE256_4x32(regArray)                                    \
+    regArray##_0 = _mm512_shuffle_i32x4(regArray##_4,  regArray##_6, 0x44);  \
+    regArray##_1 = _mm512_shuffle_i32x4(regArray##_4,  regArray##_6, 0xee);  \
+    regArray##_2 = _mm512_shuffle_i32x4(regArray##_5,  regArray##_7, 0x44);  \
+    regArray##_3 = _mm512_shuffle_i32x4(regArray##_5,  regArray##_7, 0xee);
+
+
+#define BF16_PERMUTE_8x32(idx, regArray) \
+    regArray##_8  = _mm512_permutexvar_epi16(idx, regArray##_0);  \
+    regArray##_9  = _mm512_permutexvar_epi16(idx, regArray##_1);  \
+    regArray##_10 = _mm512_permutexvar_epi16(idx, regArray##_2);  \
+    regArray##_11 = _mm512_permutexvar_epi16(idx, regArray##_3);  \
+    regArray##_12 = _mm512_permutexvar_epi16(idx, regArray##_4);  \
+    regArray##_13 = _mm512_permutexvar_epi16(idx, regArray##_5);  \
+    regArray##_14 = _mm512_permutexvar_epi16(idx, regArray##_6);  \
+    regArray##_15 = _mm512_permutexvar_epi16(idx, regArray##_7);
+
+
+#define BF16_PERMUTE_8x32_2(idx, regArray) \
+    regArray##_8  = _mm512_permutexvar_epi32(idx, regArray##_0);  \
+    regArray##_9  = _mm512_permutexvar_epi32(idx, regArray##_1);  \
+    regArray##_10 = _mm512_permutexvar_epi32(idx, regArray##_2);  \
+    regArray##_11 = _mm512_permutexvar_epi32(idx, regArray##_3);  \
+    regArray##_12 = _mm512_permutexvar_epi32(idx, regArray##_4);  \
+    regArray##_13 = _mm512_permutexvar_epi32(idx, regArray##_5);  \
+    regArray##_14 = _mm512_permutexvar_epi32(idx, regArray##_6);  \
+    regArray##_15 = _mm512_permutexvar_epi32(idx, regArray##_7);
+
+
+#define BF16_PERMUTE_4x32(idx, regArray) \
+    regArray##_4 = _mm512_permutexvar_epi16(idx, regArray##_0);  \
+    regArray##_5 = _mm512_permutexvar_epi16(idx, regArray##_1);  \
+    regArray##_6 = _mm512_permutexvar_epi16(idx, regArray##_2);  \
+    regArray##_7 = _mm512_permutexvar_epi16(idx, regArray##_3);
+
+
+#define BF16_PERMUTE_4x32_2(idx, regArray) \
+    regArray##_4 = _mm512_permutexvar_epi32(idx, regArray##_0);  \
+    regArray##_5 = _mm512_permutexvar_epi32(idx, regArray##_1);  \
+    regArray##_6 = _mm512_permutexvar_epi32(idx, regArray##_2);  \
+    regArray##_7 = _mm512_permutexvar_epi32(idx, regArray##_3);
+
+
+/* Calculate the dot result for 2-step interleaved matrix and vector
+   (Assume throughput for _mm512_dpbf16_ps is 0.5, tunable per platform)
+*/
+#define BF16_2STEP_INTERLEAVED_DOT_8x32(accumArray, matArray, xArray)                                   \
+    accumArray##_0 = _mm512_dpbf16_ps(accumArray##_0, (__m512bh) matArray##_0, (__m512bh) xArray##_0);  \
+    accumArray##_1 = _mm512_dpbf16_ps(accumArray##_1, (__m512bh) matArray##_2, (__m512bh) xArray##_0);  \
+    accumArray##_0 = _mm512_dpbf16_ps(accumArray##_0, (__m512bh) matArray##_1, (__m512bh) xArray##_1);  \
+    accumArray##_1 = _mm512_dpbf16_ps(accumArray##_1, (__m512bh) matArray##_3, (__m512bh) xArray##_1);  \
+    accumArray##_0 = _mm512_dpbf16_ps(accumArray##_0, (__m512bh) matArray##_4, (__m512bh) xArray##_2);  \
+    accumArray##_1 = _mm512_dpbf16_ps(accumArray##_1, (__m512bh) matArray##_6, (__m512bh) xArray##_2);  \
+    accumArray##_0 = _mm512_dpbf16_ps(accumArray##_0, (__m512bh) matArray##_5, (__m512bh) xArray##_3);  \
+    accumArray##_1 = _mm512_dpbf16_ps(accumArray##_1, (__m512bh) matArray##_7, (__m512bh) xArray##_3);
+
+
+/* Calculate the dot result for 2-step interleaved matrix and vector
+   (Assume throughput for _mm256_dpbf16_ps is 0.5, tunable per platform)
+*/
+#define BF16_2STEP_INTERLEAVED_DOT_8x16(accumArray, matArray, xArray)                                   \
+    accumArray##_0 = _mm256_dpbf16_ps(accumArray##_0, (__m256bh) matArray##_0, (__m256bh) xArray##_0);  \
+    accumArray##_1 = _mm256_dpbf16_ps(accumArray##_1, (__m256bh) matArray##_2, (__m256bh) xArray##_0);  \
+    accumArray##_0 = _mm256_dpbf16_ps(accumArray##_0, (__m256bh) matArray##_1, (__m256bh) xArray##_1);  \
+    accumArray##_1 = _mm256_dpbf16_ps(accumArray##_1, (__m256bh) matArray##_3, (__m256bh) xArray##_1);  \
+    accumArray##_0 = _mm256_dpbf16_ps(accumArray##_0, (__m256bh) matArray##_4, (__m256bh) xArray##_2);  \
+    accumArray##_1 = _mm256_dpbf16_ps(accumArray##_1, (__m256bh) matArray##_6, (__m256bh) xArray##_2);  \
+    accumArray##_0 = _mm256_dpbf16_ps(accumArray##_0, (__m256bh) matArray##_5, (__m256bh) xArray##_3);  \
+    accumArray##_1 = _mm256_dpbf16_ps(accumArray##_1, (__m256bh) matArray##_7, (__m256bh) xArray##_3);
+
+/* Calculate the dot result for 2-step interleaved matrix and vector
+   (Assume throughput for _mm512_dpbf16_ps is 0.5, tunable per platform)
+*/
+#define BF16_2STEP_INTERLEAVED_DOT_4x32(accumArray, matArray, xArray)                                   \
+    accumArray##_0 = _mm512_dpbf16_ps(accumArray##_0, (__m512bh) matArray##_0, (__m512bh) xArray##_0);  \
+    accumArray##_1 = _mm512_dpbf16_ps(accumArray##_1, (__m512bh) matArray##_1, (__m512bh) xArray##_1);  \
+    accumArray##_0 = _mm512_dpbf16_ps(accumArray##_0, (__m512bh) matArray##_2, (__m512bh) xArray##_2);  \
+    accumArray##_1 = _mm512_dpbf16_ps(accumArray##_1, (__m512bh) matArray##_3, (__m512bh) xArray##_3);
+
+
+/* Calculate the dot result for 2-step interleaved matrix and vector
+   (Assume throughput for _mm256_dpbf16_ps is 0.5, tunable per platform)
+*/
+#define BF16_2STEP_INTERLEAVED_DOT_4x16(accumArray, matArray, xArray)                                   \
+    accumArray##_0 = _mm256_dpbf16_ps(accumArray##_0, (__m256bh) matArray##_0, (__m256bh) xArray##_0);  \
+    accumArray##_1 = _mm256_dpbf16_ps(accumArray##_1, (__m256bh) matArray##_1, (__m256bh) xArray##_1);  \
+    accumArray##_0 = _mm256_dpbf16_ps(accumArray##_0, (__m256bh) matArray##_2, (__m256bh) xArray##_2);  \
+    accumArray##_1 = _mm256_dpbf16_ps(accumArray##_1, (__m256bh) matArray##_3, (__m256bh) xArray##_3);
+
+
+/* Calculate the dot result for matrix and vector at 32 elements per row
+   (Assume throughput for _mm512_dpbf16_ps is 0.5, tunable per platform)
+*/
+#define BF16_DOT_8x32(accumArray, matArray, xArray)                                                 \
+    accumArray##_0 = _mm512_dpbf16_ps(accumArray##_0, (__m512bh) matArray##_0, (__m512bh) xArray);  \
+    accumArray##_1 = _mm512_dpbf16_ps(accumArray##_1, (__m512bh) matArray##_1, (__m512bh) xArray);  \
+    accumArray##_2 = _mm512_dpbf16_ps(accumArray##_2, (__m512bh) matArray##_2, (__m512bh) xArray);  \
+    accumArray##_3 = _mm512_dpbf16_ps(accumArray##_3, (__m512bh) matArray##_3, (__m512bh) xArray);  \
+    accumArray##_4 = _mm512_dpbf16_ps(accumArray##_4, (__m512bh) matArray##_4, (__m512bh) xArray);  \
+    accumArray##_5 = _mm512_dpbf16_ps(accumArray##_5, (__m512bh) matArray##_5, (__m512bh) xArray);  \
+    accumArray##_6 = _mm512_dpbf16_ps(accumArray##_6, (__m512bh) matArray##_6, (__m512bh) xArray);  \
+    accumArray##_7 = _mm512_dpbf16_ps(accumArray##_7, (__m512bh) matArray##_7, (__m512bh) xArray);
+
+/* Calculate the dot result for matrix and vector at 32 elements per row
+   (Assume throughput for _mm512_dpbf16_ps is 0.5, tunable per platform)
+*/
+#define BF16_DOT_1x32(accumArray, matArray, xArray)                                                 \
+    accumArray = _mm512_dpbf16_ps(accumArray, (__m512bh) matArray, (__m512bh) xArray);
+
+/* Calculate the dot result for matrix and vector at 16 elements per row
+   (Assume throughput for _mm256_dpbf16_ps is 0.5, tunable per platform)
+*/
+#define BF16_DOT_8x16(accumArray, matArray, xArray)                                                 \
+    accumArray##_0 = _mm256_dpbf16_ps(accumArray##_0, (__m256bh) matArray##_0, (__m256bh) xArray);  \
+    accumArray##_1 = _mm256_dpbf16_ps(accumArray##_1, (__m256bh) matArray##_1, (__m256bh) xArray);  \
+    accumArray##_2 = _mm256_dpbf16_ps(accumArray##_2, (__m256bh) matArray##_2, (__m256bh) xArray);  \
+    accumArray##_3 = _mm256_dpbf16_ps(accumArray##_3, (__m256bh) matArray##_3, (__m256bh) xArray);  \
+    accumArray##_4 = _mm256_dpbf16_ps(accumArray##_4, (__m256bh) matArray##_4, (__m256bh) xArray);  \
+    accumArray##_5 = _mm256_dpbf16_ps(accumArray##_5, (__m256bh) matArray##_5, (__m256bh) xArray);  \
+    accumArray##_6 = _mm256_dpbf16_ps(accumArray##_6, (__m256bh) matArray##_6, (__m256bh) xArray);  \
+    accumArray##_7 = _mm256_dpbf16_ps(accumArray##_7, (__m256bh) matArray##_7, (__m256bh) xArray);
+
+
+/* 2-step interleave for matrix against 8 rows with 16 fp32 elements per row
+    Input  - register array of 8 rows of raw-major matrix
+    Output - the output of Step 2
+
+    Step 1: 2-element interleave for matrix
+    |a0|b0|a1|b1|a4|b4|a5|b5|a8 |b8 |a9 |b9 |a12|b12|a13|b13|
+    |c0|d0|c1|d1|c4|d4|c5|d5|c8 |d8 |c9 |d9 |c12|d12|c13|d13|
+    |e0|f0|e1|f1|e4|f4|e5|f5|e8 |f8 |e9 |f9 |e12|f12|e13|f13|
+    |g0|h0|g1|h1|g4|h4|g5|h5|g8 |h8 |g9 |h9 |g12|h12|g13|h13|
+    |a2|b2|a3|b3|a6|b6|a7|b7|a10|b10|a11|b11|a14|b14|a15|b15|
+    |c2|d2|c3|d3|c6|d6|c7|d7|c10|d10|c11|d11|c14|d14|c15|d15|
+    |e2|f2|e3|f3|e6|f6|e7|f7|e10|f10|e11|f11|e14|f14|e15|f15|
+    |g2|h2|g3|h3|g6|h6|g7|h7|g10|h10|g11|h11|g14|h14|g15|h15|
+
+    Step 2: 4-element interleave for matrix
+    |a0|b0|c0|d0|a4|b4|c4|d4|a8 |b8 |c8 |d8 |a12|b12|c12|d12|
+    |a1|b1|c1|d1|a5|b5|c5|d5|a9 |b9 |c9 |d9 |a13|b13|c13|d13|
+    |e0|f0|g0|h0|e4|f4|g4|h4|e8 |f8 |g8 |h8 |e12|f12|g12|h12|
+    |e1|f1|g1|h1|e5|f5|g5|h5|e9 |f9 |g9 |h9 |e13|f13|g13|h13|
+    |a2|b2|c2|d2|a6|b6|c6|d6|a10|b10|c10|d10|a14|b14|c14|d14|
+    |a3|b3|c3|d3|a7|b7|c7|d7|a11|b11|c11|d11|a15|b15|c15|d15|
+    |e2|f2|g2|h2|e6|f6|g6|h6|e10|f10|g10|h10|e14|f14|g14|h14|
+    |e3|f3|g3|h3|e7|f7|g7|h7|e11|f11|g11|h11|e15|f15|g15|h15|
+*/
+#define FP32_INTERLEAVE_8x16(regArray)                               \
+    regArray##_8  = _mm512_unpacklo_ps(regArray##_0, regArray##_1);  \
+    regArray##_9  = _mm512_unpacklo_ps(regArray##_2, regArray##_3);  \
+    regArray##_10 = _mm512_unpacklo_ps(regArray##_4, regArray##_5);  \
+    regArray##_11 = _mm512_unpacklo_ps(regArray##_6, regArray##_7);  \
+    regArray##_12 = _mm512_unpackhi_ps(regArray##_0, regArray##_1);  \
+    regArray##_13 = _mm512_unpackhi_ps(regArray##_2, regArray##_3);  \
+    regArray##_14 = _mm512_unpackhi_ps(regArray##_4, regArray##_5);  \
+    regArray##_15 = _mm512_unpackhi_ps(regArray##_6, regArray##_7);  \
+                                                                     \
+    regArray##_0 = (__m512) _mm512_unpacklo_pd((__m512d) regArray##_8,  (__m512d) regArray##_9);  \
+    regArray##_1 = (__m512) _mm512_unpackhi_pd((__m512d) regArray##_8,  (__m512d) regArray##_9);  \
+    regArray##_4 = (__m512) _mm512_unpacklo_pd((__m512d) regArray##_10, (__m512d) regArray##_11); \
+    regArray##_5 = (__m512) _mm512_unpackhi_pd((__m512d) regArray##_10, (__m512d) regArray##_11); \
+    regArray##_2 = (__m512) _mm512_unpacklo_pd((__m512d) regArray##_12, (__m512d) regArray##_13); \
+    regArray##_3 = (__m512) _mm512_unpackhi_pd((__m512d) regArray##_12, (__m512d) regArray##_13); \
+    regArray##_6 = (__m512) _mm512_unpacklo_pd((__m512d) regArray##_14, (__m512d) regArray##_15); \
+    regArray##_7 = (__m512) _mm512_unpackhi_pd((__m512d) regArray##_14, (__m512d) regArray##_15);
+
+#define FP32_INTERLEAVE_8x16_ARRAY(regArray)                               \
+    regArray[8]  = _mm512_unpacklo_ps(regArray[0], regArray[1]);  \
+    regArray[9]  = _mm512_unpacklo_ps(regArray[2], regArray[3]);  \
+    regArray[10] = _mm512_unpacklo_ps(regArray[4], regArray[5]);  \
+    regArray[11] = _mm512_unpacklo_ps(regArray[6], regArray[7]);  \
+    regArray[12] = _mm512_unpackhi_ps(regArray[0], regArray[1]);  \
+    regArray[13] = _mm512_unpackhi_ps(regArray[2], regArray[3]);  \
+    regArray[14] = _mm512_unpackhi_ps(regArray[4], regArray[5]);  \
+    regArray[15] = _mm512_unpackhi_ps(regArray[6], regArray[7]);  \
+                                                                     \
+    regArray[0] = (__m512) _mm512_unpacklo_pd((__m512d) regArray[8],  (__m512d) regArray[9]);  \
+    regArray[1] = (__m512) _mm512_unpackhi_pd((__m512d) regArray[8],  (__m512d) regArray[9]);  \
+    regArray[4] = (__m512) _mm512_unpacklo_pd((__m512d) regArray[10], (__m512d) regArray[11]); \
+    regArray[5] = (__m512) _mm512_unpackhi_pd((__m512d) regArray[10], (__m512d) regArray[11]); \
+    regArray[2] = (__m512) _mm512_unpacklo_pd((__m512d) regArray[12], (__m512d) regArray[13]); \
+    regArray[3] = (__m512) _mm512_unpackhi_pd((__m512d) regArray[12], (__m512d) regArray[13]); \
+    regArray[6] = (__m512) _mm512_unpacklo_pd((__m512d) regArray[14], (__m512d) regArray[15]); \
+    regArray[7] = (__m512) _mm512_unpackhi_pd((__m512d) regArray[14], (__m512d) regArray[15]);
+
+/* 2-step interleave for matrix against 8 rows with 8 fp32 elements per row
+    Input  - register array of 8 rows of raw-major matrix
+    Output - the output of Step 2
+
+    Step 1: 2-element interleave for matrix
+    |a0|b0|a1|b1|a4|b4|a5|b5|
+    |c0|d0|c1|d1|c4|d4|c5|d5|
+    |e0|f0|e1|f1|e4|f4|e5|f5|
+    |g0|h0|g1|h1|g4|h4|g5|h5|
+    |a2|b2|a3|b3|a6|b6|a7|b7|
+    |c2|d2|c3|d3|c6|d6|c7|d7|
+    |e2|f2|e3|f3|e6|f6|e7|f7|
+    |g2|h2|g3|h3|g6|h6|g7|h7|
+
+    Step 2: 4-element interleave for matrix
+    |a0|b0|c0|d0|a4|b4|c4|d4|
+    |a1|b1|c1|d1|a5|b5|c5|d5|
+    |e0|f0|g0|h0|e4|f4|g4|h4|
+    |e1|f1|g1|h1|e5|f5|g5|h5|
+    |a2|b2|c2|d2|a6|b6|c6|d6|
+    |a3|b3|c3|d3|a7|b7|c7|d7|
+    |e2|f2|g2|h2|e6|f6|g6|h6|
+    |e3|f3|g3|h3|e7|f7|g7|h7|
+*/
+#define FP32_INTERLEAVE_8x8(regArray)                                \
+    regArray##_8  = _mm256_unpacklo_ps(regArray##_0, regArray##_1);  \
+    regArray##_9  = _mm256_unpacklo_ps(regArray##_2, regArray##_3);  \
+    regArray##_10 = _mm256_unpacklo_ps(regArray##_4, regArray##_5);  \
+    regArray##_11 = _mm256_unpacklo_ps(regArray##_6, regArray##_7);  \
+    regArray##_12 = _mm256_unpackhi_ps(regArray##_0, regArray##_1);  \
+    regArray##_13 = _mm256_unpackhi_ps(regArray##_2, regArray##_3);  \
+    regArray##_14 = _mm256_unpackhi_ps(regArray##_4, regArray##_5);  \
+    regArray##_15 = _mm256_unpackhi_ps(regArray##_6, regArray##_7);  \
+                                                                     \
+    regArray##_0 = (__m256) _mm256_unpacklo_pd((__m256d) regArray##_8,  (__m256d) regArray##_9);  \
+    regArray##_1 = (__m256) _mm256_unpackhi_pd((__m256d) regArray##_8,  (__m256d) regArray##_9);  \
+    regArray##_4 = (__m256) _mm256_unpacklo_pd((__m256d) regArray##_10, (__m256d) regArray##_11); \
+    regArray##_5 = (__m256) _mm256_unpackhi_pd((__m256d) regArray##_10, (__m256d) regArray##_11); \
+    regArray##_2 = (__m256) _mm256_unpacklo_pd((__m256d) regArray##_12, (__m256d) regArray##_13); \
+    regArray##_3 = (__m256) _mm256_unpackhi_pd((__m256d) regArray##_12, (__m256d) regArray##_13); \
+    regArray##_6 = (__m256) _mm256_unpacklo_pd((__m256d) regArray##_14, (__m256d) regArray##_15); \
+    regArray##_7 = (__m256) _mm256_unpackhi_pd((__m256d) regArray##_14, (__m256d) regArray##_15);
+
+
+/* Accumulate the result for 2 batch of 4-registers
+*/
+#define FP32_ACCUM2_8x16(regArray)                             \
+    regArray##_0 = _mm512_add_ps(regArray##_0, regArray##_1);  \
+    regArray##_2 = _mm512_add_ps(regArray##_2, regArray##_3);  \
+    regArray##_4 = _mm512_add_ps(regArray##_4, regArray##_5);  \
+    regArray##_6 = _mm512_add_ps(regArray##_6, regArray##_7);  \
+    regArray##_0 = _mm512_add_ps(regArray##_0, regArray##_2);  \
+    regArray##_4 = _mm512_add_ps(regArray##_4, regArray##_6);
+
+#define FP32_ACCUM2_8x16_ARRAY(regArray)                             \
+    regArray[0] = _mm512_add_ps(regArray[0], regArray[1]);  \
+    regArray[2] = _mm512_add_ps(regArray[2], regArray[3]);  \
+    regArray[4] = _mm512_add_ps(regArray[4], regArray[5]);  \
+    regArray[6] = _mm512_add_ps(regArray[6], regArray[7]);  \
+    regArray[0] = _mm512_add_ps(regArray[0], regArray[2]);  \
+    regArray[4] = _mm512_add_ps(regArray[4], regArray[6]);
+
+/* Accumulate the result for 2 batch of 4-registers
+*/
+#define FP32_ACCUM2_8x8(regArray)                              \
+    regArray##_0 = _mm256_add_ps(regArray##_0, regArray##_1);  \
+    regArray##_2 = _mm256_add_ps(regArray##_2, regArray##_3);  \
+    regArray##_4 = _mm256_add_ps(regArray##_4, regArray##_5);  \
+    regArray##_6 = _mm256_add_ps(regArray##_6, regArray##_7);  \
+    regArray##_0 = _mm256_add_ps(regArray##_0, regArray##_2);  \
+    regArray##_4 = _mm256_add_ps(regArray##_4, regArray##_6);
+
+
+/* Store 16 (alpha * result + beta * y) to y
+*/
+#define STORE16_COMPLETE_RESULT_ALPHA_BETA(regResult, targetAddr)                                                 \
+    regResult = _mm512_fmadd_ps(ALPHAVECTOR, regResult, _mm512_mul_ps(BETAVECTOR, _mm512_loadu_ps(targetAddr)));  \
+    _mm512_storeu_ps(targetAddr, regResult);
+
+
+/* Masked store 16 (alpha * result + beta * y) to y
+*/
+#define STORE16_MASK_COMPLETE_RESULT_ALPHA_BETA(regResult, targetAddr, mask)                                                  \
+    regResult = _mm512_fmadd_ps(ALPHAVECTOR, regResult, _mm512_mul_ps(BETAVECTOR, _mm512_maskz_loadu_ps(mask, targetAddr)));  \
+    _mm512_mask_storeu_ps(targetAddr, mask, regResult);
+
+
+/* Store 8 (alpha * result + beta * y) to y
+*/
+#define STORE8_COMPLETE_RESULT_ALPHA_BETA(regResult, targetAddr)                                                                                                  \
+    regResult = _mm256_fmadd_ps(_mm512_castps512_ps256(ALPHAVECTOR), regResult, _mm256_mul_ps(_mm512_castps512_ps256(BETAVECTOR), _mm256_loadu_ps(targetAddr)));  \
+    _mm256_storeu_ps(targetAddr, regResult);
+
+
+/* Masked store 8 (alpha * result + beta * y) to y
+*/
+#define STORE8_MASK_COMPLETE_RESULT_ALPHA_BETA(regResult, targetAddr, mask)                                                                                                   \
+    regResult = _mm256_fmadd_ps(_mm512_castps512_ps256(ALPHAVECTOR), regResult, _mm256_mul_ps(_mm512_castps512_ps256(BETAVECTOR), _mm256_maskz_loadu_ps(mask, targetAddr)));  \
+    _mm256_mask_storeu_ps(targetAddr, mask, regResult);
+
+
+/* Store 4 (alpha * result + beta * y) to y
+*/
+#define STORE4_COMPLETE_RESULT_ALPHA_BETA(regResult, targetAddr)                                                                                         \
+    regResult = _mm_fmadd_ps(_mm512_castps512_ps128(ALPHAVECTOR), regResult, _mm_mul_ps(_mm512_castps512_ps128(BETAVECTOR), _mm_loadu_ps(targetAddr)));  \
+    _mm_storeu_ps(targetAddr, regResult);
+
+
+/* Masked store 4 (alpha * result + beta * y) to y
+*/
+#define STORE4_MASK_COMPLETE_RESULT_ALPHA_BETA(regResult, targetAddr, mask)                                                                                          \
+    regResult = _mm_fmadd_ps(_mm512_castps512_ps128(ALPHAVECTOR), regResult, _mm_mul_ps(_mm512_castps512_ps128(BETAVECTOR), _mm_maskz_loadu_ps(mask, targetAddr)));  \
+    _mm_mask_storeu_ps(targetAddr, mask, regResult);
+
+
+/* Store 16 (alpha * result + y) to y
+*/
+#define STORE16_COMPLETE_RESULT_ALPHA_ONE(regResult, targetAddr)                       \
+    regResult = _mm512_fmadd_ps(ALPHAVECTOR, regResult, _mm512_loadu_ps(targetAddr));  \
+    _mm512_storeu_ps(targetAddr, regResult);
+
+
+/* Masked store 16 (alpha * result + y) to y
+*/
+#define STORE16_MASK_COMPLETE_RESULT_ALPHA_ONE(regResult, targetAddr, mask)                        \
+    regResult = _mm512_fmadd_ps(ALPHAVECTOR, regResult, _mm512_maskz_loadu_ps(mask, targetAddr));  \
+    _mm512_mask_storeu_ps(targetAddr, mask, regResult);
+
+
+/* Store 8 (alpha * result + y) to y
+*/
+#define STORE8_COMPLETE_RESULT_ALPHA_ONE(regResult, targetAddr)                                                \
+    regResult = _mm256_fmadd_ps(_mm512_castps512_ps256(ALPHAVECTOR), regResult, _mm256_loadu_ps(targetAddr));  \
+    _mm256_storeu_ps(targetAddr, regResult);
+
+
+/* Masked store 8 (alpha * result + y) to y
+*/
+#define STORE8_MASK_COMPLETE_RESULT_ALPHA_ONE(regResult, targetAddr, mask)                                                 \
+    regResult = _mm256_fmadd_ps(_mm512_castps512_ps256(ALPHAVECTOR), regResult, _mm256_maskz_loadu_ps(mask, targetAddr));  \
+    _mm256_mask_storeu_ps(targetAddr, mask, regResult);
+
+
+/* Store 4 (alpha * result + y) to y
+*/
+#define STORE4_COMPLETE_RESULT_ALPHA_ONE(regResult, targetAddr)                                          \
+    regResult = _mm_fmadd_ps(_mm512_castps512_ps128(ALPHAVECTOR), regResult, _mm_loadu_ps(targetAddr));  \
+    _mm_storeu_ps(targetAddr, regResult);
+
+
+/* Masked store 4 (alpha * result + y) to y
+*/
+#define STORE4_MASK_COMPLETE_RESULT_ALPHA_ONE(regResult, targetAddr, mask)                                           \
+    regResult = _mm_fmadd_ps(_mm512_castps512_ps128(ALPHAVECTOR), regResult, _mm_maskz_loadu_ps(mask, targetAddr));  \
+    _mm_mask_storeu_ps(targetAddr, mask, regResult);
+
+
+/* Store 16 (alpha * result) to y
+*/
+#define STORE16_COMPLETE_RESULT_ALPHA(regResult, targetAddr)  \
+    _mm512_storeu_ps(targetAddr, _mm512_mul_ps(ALPHAVECTOR, regResult));
+
+
+/* Masked store 16 (alpha * result) to y
+*/
+#define STORE16_MASK_COMPLETE_RESULT_ALPHA(regResult, targetAddr, mask)  \
+    _mm512_mask_storeu_ps(targetAddr, mask, _mm512_mul_ps(ALPHAVECTOR, regResult));
+
+
+/* Store 8 (alpha * result) to y
+*/
+#define STORE8_COMPLETE_RESULT_ALPHA(regResult, targetAddr)  \
+    _mm256_storeu_ps(targetAddr, _mm256_mul_ps(_mm512_castps512_ps256(ALPHAVECTOR), regResult));
+
+
+/* Masked store 8 (alpha * result) to y
+*/
+#define STORE8_MASK_COMPLETE_RESULT_ALPHA(regResult, targetAddr, mask)  \
+    _mm256_mask_storeu_ps(targetAddr, mask, _mm256_mul_ps(_mm512_castps512_ps256(ALPHAVECTOR), regResult));
+
+
+/* Store 4 (alpha * result) to y
+*/
+#define STORE4_COMPLETE_RESULT_ALPHA(regResult, targetAddr)  \
+    _mm_storeu_ps(targetAddr, _mm_mul_ps(_mm512_castps512_ps128(ALPHAVECTOR), regResult));
+
+
+/* Masked store 4 (alpha * result) to y
+*/
+#define STORE4_MASK_COMPLETE_RESULT_ALPHA(regResult, targetAddr, mask)  \
+    _mm_mask_storeu_ps(targetAddr, mask, _mm_mul_ps(_mm512_castps512_ps128(ALPHAVECTOR), regResult));
+
+
+/* Store 16 result to y
+*/
+#define STORE16_COMPLETE_RESULT_DIRECT(regResult, targetAddr)  \
+    _mm512_storeu_ps(targetAddr, regResult);
+
+
+/* Masked store 16 result to y
+*/
+#define STORE16_MASK_COMPLETE_RESULT_DIRECT(regResult, targetAddr, mask)  \
+    _mm512_mask_storeu_ps(targetAddr, mask, regResult);
+
+
+/* Store 8 result to y
+*/
+#define STORE8_COMPLETE_RESULT_DIRECT(regResult, targetAddr)  \
+    _mm256_storeu_ps(targetAddr, regResult);
+
+
+/* Masked store 8 result to y
+*/
+#define STORE8_MASK_COMPLETE_RESULT_DIRECT(regResult, targetAddr, mask)  \
+    _mm256_mask_storeu_ps(targetAddr, mask, regResult);
+
+
+/* Store 4 result to y
+*/
+#define STORE4_COMPLETE_RESULT_DIRECT(regResult, targetAddr)  \
+    _mm_storeu_ps(targetAddr, regResult);
+
+
+/* Masked store 4 result to y
+*/
+#define STORE4_MASK_COMPLETE_RESULT_DIRECT(regResult, targetAddr, mask)  \
+    _mm_mask_storeu_ps(targetAddr, mask, regResult);
+
+#endif

kernel/x86_64/sbgemv_n.c

@@ -0,0 +1,137 @@
+/***************************************************************************
+Copyright (c) 2014, The OpenBLAS Project
+All rights reserved.
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+1. Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+2. Redistributions in binary form must reproduce the above copyright
+notice, this list of conditions and the following disclaimer in
+the documentation and/or other materials provided with the
+distribution.
+3. Neither the name of the OpenBLAS project nor the names of
+its contributors may be used to endorse or promote products
+derived from this software without specific prior written permission.
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ARE DISCLAIMED. IN NO EVENT SHALL THE OPENBLAS PROJECT OR CONTRIBUTORS BE
+LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
+USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+*****************************************************************************/
+
+
+#include "common.h"
+
+#if defined (COOPERLAKE)
+#include "sbgemv_n_microk_cooperlake.c"
+#endif
+
+#define ALIGN64_ALLOC(alloc_size, TYPE, ptr_align, ptr)   \
+    ptr = (TYPE *) malloc(sizeof(TYPE)*alloc_size + 63); \
+    ptr_align = ((int)(((uintptr_t)ptr & (uintptr_t)0x3F))!=0) ? (TYPE *)((char *)ptr + (64 - (int)((uintptr_t)ptr & (uintptr_t)0x3F))) : ptr
+
+#define ALIGN64_FREE(ptr) \
+    free(ptr)
+
+#ifndef HAVE_SBGEMV_N_ACCL_KERNEL
+static void sbgemv_kernel_n(BLASLONG m, BLASLONG n, float alpha, bfloat16 *a, BLASLONG lda, bfloat16 *x, float beta, float *y)
+{
+	BLASLONG offset_lda, offset_m;
+    float accum = 0.0;
+    float tmp_x = 0.0;
+
+    bfloat16 * a_bf16 = malloc(sizeof(bfloat16)*m*n);
+    float *    a_fp32 = malloc(sizeof(float)*m*n);
+    float *    x_fp32 = malloc(sizeof(float)*n);
+
+    for (BLASLONG j=0; j<n; j++) {
+        offset_lda = lda * j;
+        offset_m = m * j;
+        for (BLASLONG i=0; i<m; i++) {
+            a_bf16[offset_m + i] = a[offset_lda + i];
+        }
+    }
+
+    SBF16TOS_K(n, x, 1, x_fp32, 1);
+    SBF16TOS_K(m*n, a_bf16, 1, a_fp32, 1);
+
+    for (BLASLONG i=0; i<m; i++) {
+        accum = 0.0;
+		for (BLASLONG j=0; j<n; j++) {
+		    accum += a_fp32[j*m + i] * x_fp32[j];
+		}
+        if (beta == ZERO) {
+		    y[i] = alpha * accum;
+        } else {
+            y[i] = alpha * accum + beta * y[i];
+        }
+	}
+
+    free(a_bf16);
+    free(a_fp32);
+    free(x_fp32);
+}
+#endif
+
+static void bf16_compress_vector(BLASLONG n, bfloat16 * src, bfloat16 * target, BLASLONG inc)
+{
+    for(BLASLONG i=0; i<n; i++) {
+        target[i] = src[i*inc];
+    }
+}
+
+static void fp32_compress_vector(BLASLONG n, float * src, float * target, BLASLONG inc)
+{
+    for(BLASLONG i=0; i<n; i++) {
+        target[i] = src[i*inc];
+    }
+}
+
+static void fp32_expand_vector(BLASLONG n, float * src, float * target, BLASLONG inc)
+{
+    for(BLASLONG i=0; i<n; i++) {
+        target[i*inc] = src[i];
+    }
+}
+
+int CNAME(BLASLONG m, BLASLONG n, float alpha, bfloat16 *a, BLASLONG lda, bfloat16 *x, BLASLONG incx, float beta, float * y, BLASLONG incy)
+{
+    if ( m < 1 || n < 1) return(0);
+
+    bfloat16 * xbuffer_align = x;
+    float    * ybuffer_align = y;
+
+    bfloat16 * xbuffer = NULL;
+    float    * ybuffer = NULL;
+
+    if (incx != 1) {
+        ALIGN64_ALLOC(n, bfloat16, xbuffer_align, xbuffer);
+        bf16_compress_vector(n, x, xbuffer_align, incx);
+    }
+
+    if (incy != 1) {
+        ALIGN64_ALLOC(m, float, ybuffer_align, ybuffer);
+        if (beta != ZERO) {
+            fp32_compress_vector(m, y, ybuffer_align, incy);
+        }
+    }
+
+    sbgemv_kernel_n(m, n, alpha, a, lda, xbuffer_align, beta, ybuffer_align);
+
+    if (incy != 1) {
+        fp32_expand_vector(m, ybuffer_align, y, incy);
+        ALIGN64_FREE(ybuffer);
+    }
+
+    if (incx != 1) {
+        ALIGN64_FREE(xbuffer);
+    }
+
+	return(0);
+}

kernel/x86_64/sbgemv_n_microk_cooperlake.c

@@ -0,0 +1,76 @@
+/***************************************************************************
+Copyright (c) 2014, The OpenBLAS Project
+All rights reserved.
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+1. Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+2. Redistributions in binary form must reproduce the above copyright
+notice, this list of conditions and the following disclaimer in
+the documentation and/or other materials provided with the
+distribution.
+3. Neither the name of the OpenBLAS project nor the names of
+its contributors may be used to endorse or promote products
+derived from this software without specific prior written permission.
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ARE DISCLAIMED. IN NO EVENT SHALL THE OPENBLAS PROJECT OR CONTRIBUTORS BE
+LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
+USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+*****************************************************************************/
+
+/* need a new enough GCC for avx512 support */
+#if (( defined(__GNUC__)  && __GNUC__   >= 10 && defined(__AVX512BF16__)) || (defined(__clang__) && __clang_major__ >= 9))
+
+#define HAVE_SBGEMV_N_ACCL_KERNEL 1
+#include "common.h"
+#include <immintrin.h>
+
+// Define micro kernels for ALPHA not ONE && BETA effective && BETA not ONE scenarios
+#undef  ZERO_BETA
+#undef  ONE_BETA
+#undef  ONE_ALPHA
+#include "sbgemv_n_microk_cooperlake_template.c"
+
+// Define micro kernels for ALPHA not ONE && BETA as ONE scenarios
+#undef  ZERO_BETA
+#define ONE_BETA  1
+#undef  ONE_ALPHA
+#include "sbgemv_n_microk_cooperlake_template.c"
+
+// Define micro kernels for ALPHA not ONE && BETA in-effective (BETA == 0) scenarios
+#define ZERO_BETA 1
+#undef  ONE_ALPHA
+#include "sbgemv_n_microk_cooperlake_template.c"
+
+// Define micro kernels for ALPHA as ONE && BETA in-effective (BETA == 0) scenarios
+#define ZERO_BETA 1
+#define ONE_ALPHA 1
+#include "sbgemv_n_microk_cooperlake_template.c"
+
+static int sbgemv_kernel_n(BLASLONG m, BLASLONG n, float alpha, bfloat16 *a, BLASLONG lda, bfloat16 *x, float beta, float *y)
+{
+    if (beta == ZERO) {          // BETA == 0.0, no need to accumulate the original Y data
+        if (alpha == ONE) {           // ALPHA == 1.0, no need to multipy ALPHA
+            sbgemv_kernel_32xN_lda_direct(m, n, alpha, a, lda, x, y);
+        } else {                      // ALPHA != 1.0, need to multipy ALPHA
+            sbgemv_kernel_32xN_lda_direct_alpha(m, n, alpha, a, lda, x, y);
+        }
+    } else {                     // BETA != 0.0, need to accumulate the original Y data no matter what ALPHA is
+        if (beta == ONE) {
+            sbgemv_kernel_32xN_lda_direct_alpha_one(m, n, alpha, a, lda, x, beta, y);
+        } else {
+            sbgemv_kernel_32xN_lda_direct_alpha_beta(m, n, alpha, a, lda, x, beta, y);
+        }
+    }
+
+    return 0;
+}
+
+#endif

kernel/x86_64/sbgemv_n_microk_cooperlake_template.c

@@ -0,0 +1,234 @@
+/***************************************************************************
+Copyright (c) 2014, The OpenBLAS Project
+All rights reserved.
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+1. Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+2. Redistributions in binary form must reproduce the above copyright
+notice, this list of conditions and the following disclaimer in
+the documentation and/or other materials provided with the
+distribution.
+3. Neither the name of the OpenBLAS project nor the names of
+its contributors may be used to endorse or promote products
+derived from this software without specific prior written permission.
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ARE DISCLAIMED. IN NO EVENT SHALL THE OPENBLAS PROJECT OR CONTRIBUTORS BE
+LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
+USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+*****************************************************************************/
+#include <immintrin.h>
+#include "common.h"
+
+// Include common macros for BF16 based operations with IA intrinsics
+#include "bf16_common_macros.h"
+
+#ifndef ZERO_BETA  // Beta is non-zero
+
+#ifndef ONE_BETA       // BETA is not ONE
+
+#define STORE16_COMPLETE_RESULT       STORE16_COMPLETE_RESULT_ALPHA_BETA
+#define STORE16_MASK_COMPLETE_RESULT  STORE16_MASK_COMPLETE_RESULT_ALPHA_BETA
+#define STORE8_COMPLETE_RESULT        STORE8_COMPLETE_RESULT_ALPHA_BETA
+#define STORE8_MASK_COMPLETE_RESULT   STORE8_MASK_COMPLETE_RESULT_ALPHA_BETA
+#define STORE4_COMPLETE_RESULT        STORE4_COMPLETE_RESULT_ALPHA_BETA
+#define STORE4_MASK_COMPLETE_RESULT   STORE4_MASK_COMPLETE_RESULT_ALPHA_BETA
+
+#else                  // BETA is ONE
+
+#define STORE16_COMPLETE_RESULT       STORE16_COMPLETE_RESULT_ALPHA_ONE
+#define STORE16_MASK_COMPLETE_RESULT  STORE16_MASK_COMPLETE_RESULT_ALPHA_ONE
+#define STORE8_COMPLETE_RESULT        STORE8_COMPLETE_RESULT_ALPHA_ONE
+#define STORE8_MASK_COMPLETE_RESULT   STORE8_MASK_COMPLETE_RESULT_ALPHA_ONE
+#define STORE4_COMPLETE_RESULT        STORE4_COMPLETE_RESULT_ALPHA_ONE
+#define STORE4_MASK_COMPLETE_RESULT   STORE4_MASK_COMPLETE_RESULT_ALPHA_ONE
+
+#endif
+
+#else  // BETA is zero
+
+#ifndef ONE_ALPHA      // ALPHA is not ONE
+
+#define STORE16_COMPLETE_RESULT       STORE16_COMPLETE_RESULT_ALPHA
+#define STORE16_MASK_COMPLETE_RESULT  STORE16_MASK_COMPLETE_RESULT_ALPHA
+#define STORE8_COMPLETE_RESULT        STORE8_COMPLETE_RESULT_ALPHA
+#define STORE8_MASK_COMPLETE_RESULT   STORE8_MASK_COMPLETE_RESULT_ALPHA
+#define STORE4_COMPLETE_RESULT        STORE4_COMPLETE_RESULT_ALPHA
+#define STORE4_MASK_COMPLETE_RESULT   STORE4_MASK_COMPLETE_RESULT_ALPHA
+
+#else                  // ALPHA is ONE
+
+#define STORE16_COMPLETE_RESULT       STORE16_COMPLETE_RESULT_DIRECT
+#define STORE16_MASK_COMPLETE_RESULT  STORE16_MASK_COMPLETE_RESULT_DIRECT
+#define STORE8_COMPLETE_RESULT        STORE8_COMPLETE_RESULT_DIRECT
+#define STORE8_MASK_COMPLETE_RESULT   STORE8_MASK_COMPLETE_RESULT_DIRECT
+#define STORE4_COMPLETE_RESULT        STORE4_COMPLETE_RESULT_DIRECT
+#define STORE4_MASK_COMPLETE_RESULT   STORE4_MASK_COMPLETE_RESULT_DIRECT
+
+#endif
+
+#endif
+
+
+
+// 8 rows parallel processing BF16 GEMV kernel for big N && lda effective scenario (process before interleave)
+#ifndef ZERO_BETA
+#ifndef ONE_BETA
+static int sbgemv_kernel_32xN_lda_direct_alpha_beta(BLASLONG m, BLASLONG n, float alpha, bfloat16 *a, BLASLONG lda, bfloat16 *x, float beta, float *y)
+#else
+static int sbgemv_kernel_32xN_lda_direct_alpha_one(BLASLONG m, BLASLONG n, float alpha, bfloat16 *a, BLASLONG lda, bfloat16 *x, float beta, float *y)
+#endif
+#else
+#ifndef ONE_ALPHA
+static int sbgemv_kernel_32xN_lda_direct_alpha(BLASLONG m, BLASLONG n, float alpha, bfloat16 *a, BLASLONG lda, bfloat16 *x, float *y)
+#else
+static int sbgemv_kernel_32xN_lda_direct(BLASLONG m, BLASLONG n, float alpha, bfloat16 *a, BLASLONG lda, bfloat16 *x, float *y)
+#endif
+#endif
+{
+    BLASLONG tag_m_32x = m & (~31);
+    BLASLONG tag_m_128x = m & (~127);
+
+    __m512 accum512_0, accum512_1, accum512_2, accum512_3, accum512_4, accum512_5, accum512_6, accum512_7, \
+           accum512_8, accum512_9, accum512_10, accum512_11, accum512_12, accum512_13, accum512_14, accum512_15;
+
+#ifndef ONE_ALPHA
+    __m512  ALPHAVECTOR = _mm512_set1_ps(alpha);
+#endif
+#ifndef ZERO_BETA
+    __m512  BETAVECTOR  = _mm512_set1_ps(beta);
+#endif
+
+    __m512i matrixArray_seed_0, matrixArray_seed_1, matrixArray_seed_2, matrixArray_seed_3;
+    __m512i matrixArray_0, matrixArray_1, matrixArray_2, matrixArray_3, matrixArray_4, matrixArray_5, matrixArray_6, matrixArray_7;
+    __m512i xArray_0;
+
+    __m512i ZERO512 = _mm512_setzero_si512();
+
+    unsigned int blend_hi_mask_value = ((unsigned int)0xaaaaaaaa);
+    __mmask32 blend_hi_mask = *((__mmask32*) &blend_hi_mask_value);
+    unsigned int blend_lo_mask_value = ((unsigned int)0x55555555);
+    __mmask32 blend_lo_mask = *((__mmask32*) &blend_lo_mask_value);
+
+    __m512i M512_EPI32_8 = _mm512_set1_epi32(8);
+    __m512i idx_base_0   = _mm512_set_epi32(23,  7, 22,  6, 21,  5,  20,  4, 19,  3, 18,  2, 17,  1,  16,  0);
+    __m512i idx_base_1   = _mm512_add_epi32(idx_base_0, M512_EPI32_8);
+
+    for (BLASLONG idx_m = 0; idx_m < tag_m_128x; idx_m+=128) {
+        accum512_0 = _mm512_setzero_ps();
+        accum512_1 = _mm512_setzero_ps();
+        accum512_2 = _mm512_setzero_ps();
+        accum512_3 = _mm512_setzero_ps();
+        accum512_4 = _mm512_setzero_ps();
+        accum512_5 = _mm512_setzero_ps();
+        accum512_6 = _mm512_setzero_ps();
+        accum512_7 = _mm512_setzero_ps();
+ 
+        for (BLASLONG idx_n = 0; idx_n < n; idx_n++) {
+            xArray_0 = _mm512_set1_epi16(x[idx_n]);
+ 
+            BF16_MATRIX_LOAD_1x32(matrixArray_seed_0, a, lda, idx_n, idx_m +  0)
+            BF16_MATRIX_LOAD_1x32(matrixArray_seed_1, a, lda, idx_n, idx_m + 32)
+            BF16_MATRIX_LOAD_1x32(matrixArray_seed_2, a, lda, idx_n, idx_m + 64)
+            BF16_MATRIX_LOAD_1x32(matrixArray_seed_3, a, lda, idx_n, idx_m + 96)
+
+            matrixArray_0 = _mm512_mask_blend_epi16(blend_lo_mask, ZERO512, matrixArray_seed_0);
+            matrixArray_1 = _mm512_mask_blend_epi16(blend_hi_mask, ZERO512, matrixArray_seed_0);
+            matrixArray_2 = _mm512_mask_blend_epi16(blend_lo_mask, ZERO512, matrixArray_seed_1);
+            matrixArray_3 = _mm512_mask_blend_epi16(blend_hi_mask, ZERO512, matrixArray_seed_1);
+            matrixArray_4 = _mm512_mask_blend_epi16(blend_lo_mask, ZERO512, matrixArray_seed_2);
+            matrixArray_5 = _mm512_mask_blend_epi16(blend_hi_mask, ZERO512, matrixArray_seed_2);
+            matrixArray_6 = _mm512_mask_blend_epi16(blend_lo_mask, ZERO512, matrixArray_seed_3);
+            matrixArray_7 = _mm512_mask_blend_epi16(blend_hi_mask, ZERO512, matrixArray_seed_3);
+
+            BF16_DOT_1x32(accum512_0, matrixArray_0, xArray_0)
+            BF16_DOT_1x32(accum512_1, matrixArray_1, xArray_0)
+            BF16_DOT_1x32(accum512_2, matrixArray_2, xArray_0)
+            BF16_DOT_1x32(accum512_3, matrixArray_3, xArray_0)
+            BF16_DOT_1x32(accum512_4, matrixArray_4, xArray_0)
+            BF16_DOT_1x32(accum512_5, matrixArray_5, xArray_0)
+            BF16_DOT_1x32(accum512_6, matrixArray_6, xArray_0)
+            BF16_DOT_1x32(accum512_7, matrixArray_7, xArray_0)
+        }
+        accum512_8  = _mm512_permutex2var_ps(accum512_0, idx_base_0, accum512_1);
+        accum512_9  = _mm512_permutex2var_ps(accum512_0, idx_base_1, accum512_1);
+        accum512_10 = _mm512_permutex2var_ps(accum512_2, idx_base_0, accum512_3);
+        accum512_11 = _mm512_permutex2var_ps(accum512_2, idx_base_1, accum512_3);
+        accum512_12 = _mm512_permutex2var_ps(accum512_4, idx_base_0, accum512_5);
+        accum512_13 = _mm512_permutex2var_ps(accum512_4, idx_base_1, accum512_5);
+        accum512_14 = _mm512_permutex2var_ps(accum512_6, idx_base_0, accum512_7);
+        accum512_15 = _mm512_permutex2var_ps(accum512_6, idx_base_1, accum512_7);
+
+        STORE16_COMPLETE_RESULT(accum512_8,  y+idx_m+0)
+        STORE16_COMPLETE_RESULT(accum512_9,  y+idx_m+16)
+        STORE16_COMPLETE_RESULT(accum512_10, y+idx_m+32)
+        STORE16_COMPLETE_RESULT(accum512_11, y+idx_m+48)
+        STORE16_COMPLETE_RESULT(accum512_12, y+idx_m+64)
+        STORE16_COMPLETE_RESULT(accum512_13, y+idx_m+80)
+        STORE16_COMPLETE_RESULT(accum512_14, y+idx_m+96)
+        STORE16_COMPLETE_RESULT(accum512_15, y+idx_m+112)
+    }
+
+    for (BLASLONG idx_m = tag_m_128x; idx_m < tag_m_32x; idx_m+=32) {
+        accum512_0 = _mm512_setzero_ps();
+        accum512_1 = _mm512_setzero_ps();
+ 
+        for (BLASLONG idx_n = 0; idx_n < n; idx_n++) {
+            xArray_0 = _mm512_set1_epi16(x[idx_n]);
+
+            BF16_MATRIX_LOAD_1x32(matrixArray_seed_0, a, lda, idx_n, idx_m)
+
+            matrixArray_0 = _mm512_mask_blend_epi16(blend_lo_mask, ZERO512, matrixArray_seed_0);
+            matrixArray_1 = _mm512_mask_blend_epi16(blend_hi_mask, ZERO512, matrixArray_seed_0);
+
+            BF16_DOT_1x32(accum512_0, matrixArray_0, xArray_0)
+            BF16_DOT_1x32(accum512_1, matrixArray_1, xArray_0)
+        }
+        accum512_8  = _mm512_permutex2var_ps(accum512_0, idx_base_0, accum512_1);
+        accum512_9  = _mm512_permutex2var_ps(accum512_0, idx_base_1, accum512_1);
+
+        STORE16_COMPLETE_RESULT(accum512_8, y+idx_m+0)
+        STORE16_COMPLETE_RESULT(accum512_9, y+idx_m+16)
+    }
+
+    if (tag_m_32x != m) {
+        unsigned int tail_mask_value = (((unsigned int)0xffffffff) >> (32-(m&31)));
+        __mmask32 tail_mask = *((__mmask32*) &tail_mask_value);
+
+        unsigned short store_tail_mask_value = (((unsigned int)0xffff) >> (16-(m&15)));
+        __mmask32 store_tail_mask = *((__mmask32*) &store_tail_mask_value);
+
+        accum512_0 = _mm512_setzero_ps();
+        accum512_1 = _mm512_setzero_ps();
+ 
+        for (BLASLONG idx_n = 0; idx_n < n; idx_n++) {
+            xArray_0 = _mm512_set1_epi16(x[idx_n]);
+
+            BF16_MATRIX_MASKZ_LOAD_1x32(matrixArray_seed_0, a, lda, idx_n, tag_m_32x, tail_mask)
+
+            matrixArray_0 = _mm512_mask_blend_epi16(blend_lo_mask, ZERO512, matrixArray_seed_0);
+            matrixArray_1 = _mm512_mask_blend_epi16(blend_hi_mask, ZERO512, matrixArray_seed_0);
+
+            BF16_DOT_1x32(accum512_0, matrixArray_0, xArray_0)
+            BF16_DOT_1x32(accum512_1, matrixArray_1, xArray_0)
+        }
+        accum512_8  = _mm512_permutex2var_ps(accum512_0, idx_base_0, accum512_1);
+        accum512_9  = _mm512_permutex2var_ps(accum512_0, idx_base_1, accum512_1);
+
+        if ((m-tag_m_32x) > 16) {
+            STORE16_COMPLETE_RESULT(accum512_8, y+tag_m_32x+0)
+            STORE16_MASK_COMPLETE_RESULT(accum512_9, y+tag_m_32x+16, store_tail_mask)
+        } else {
+            STORE16_MASK_COMPLETE_RESULT(accum512_8, y+tag_m_32x+0, store_tail_mask)
+        }
+    }
+
+    return 0;
+}

kernel/x86_64/sbgemv_t.c

@@ -0,0 +1,142 @@
+/***************************************************************************
+Copyright (c) 2014, The OpenBLAS Project
+All rights reserved.
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+1. Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+2. Redistributions in binary form must reproduce the above copyright
+notice, this list of conditions and the following disclaimer in
+the documentation and/or other materials provided with the
+distribution.
+3. Neither the name of the OpenBLAS project nor the names of
+its contributors may be used to endorse or promote products
+derived from this software without specific prior written permission.
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ARE DISCLAIMED. IN NO EVENT SHALL THE OPENBLAS PROJECT OR CONTRIBUTORS BE
+LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
+USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+*****************************************************************************/
+
+
+#include "common.h"
+
+#if defined (COOPERLAKE)
+#include "sbgemv_t_microk_cooperlake.c"
+#endif
+
+#define ALIGN64_ALLOC(alloc_size, TYPE, ptr_align, ptr)   \
+    ptr = (TYPE *) malloc(sizeof(TYPE)*alloc_size + 63); \
+    ptr_align = ((int)(((uintptr_t)ptr & (uintptr_t)0x3F))!=0) ? (TYPE *)((char *)ptr + (64 - (int)((uintptr_t)ptr & (uintptr_t)0x3F))) : ptr
+
+#define ALIGN64_FREE(ptr) \
+    free(ptr)
+
+#ifndef HAVE_SBGEMV_T_ACCL_KERNEL
+static void sbgemv_kernel_t(BLASLONG m, BLASLONG n, float alpha, bfloat16 *a, BLASLONG lda, bfloat16 *x, float beta, float *y)
+{
+	BLASLONG offset_lda, offset_n;
+    float accum = 0.0;
+
+    bfloat16 * a_bf16 = malloc(sizeof(bfloat16)*m*n);
+    float *    a_fp32 = malloc(sizeof(float)*m*n);
+    float *    x_fp32 = malloc(sizeof(float)*n);
+
+    for (BLASLONG i=0; i<m; i++)  {
+        offset_lda = lda * i;
+        offset_n = n * i;
+        for (BLASLONG j=0; j<n; j++) {
+            a_bf16[offset_n + j] = a[offset_lda + j];
+        }
+    }
+
+    SBF16TOS_K(n, x, 1, x_fp32, 1);
+    SBF16TOS_K(m*n, a_bf16, 1, a_fp32, 1);
+
+	for (BLASLONG i=0; i<m; i++) {
+		offset_n = n * i;
+        accum = 0.0;
+		for (BLASLONG j=0; j<n; j++) {
+		    accum += a_fp32[offset_n + j] * x_fp32[j];
+		}
+        if (beta == ZERO) {
+		    y[i] = alpha * accum;
+        } else {
+            y[i] = alpha * accum + beta * y[i];
+        }
+	}
+
+    free(a_bf16);
+    free(a_fp32);
+    free(x_fp32);
+}
+#endif
+
+static void bf16_compress_vector(BLASLONG n, bfloat16 * src, bfloat16 * target, BLASLONG inc)
+{
+    for(BLASLONG i=0; i<n; i++) {
+        target[i] = src[i*inc];
+    }
+}
+
+static void fp32_compress_vector(BLASLONG n, float * src, float * target, BLASLONG inc)
+{
+    for(BLASLONG i=0; i<n; i++) {
+        target[i] = src[i*inc];
+    }
+}
+
+static void fp32_expand_vector(BLASLONG n, float * src, float * target, BLASLONG inc)
+{
+    for(BLASLONG i=0; i<n; i++) {
+        target[i*inc] = src[i];
+    }
+}
+
+int CNAME(BLASLONG m, BLASLONG n, float alpha, bfloat16 *a, BLASLONG lda, bfloat16 *x, BLASLONG incx, float beta, float * y, BLASLONG incy)
+{
+    if ( m < 1 || n < 1) return(0);
+
+    bfloat16 * xbuffer_align = x;
+    float    * ybuffer_align = y;
+
+    bfloat16 * xbuffer = NULL;
+    float    * ybuffer = NULL;
+
+    // Switch m and n
+    BLASLONG t = m;
+    m = n;
+    n = t;
+
+    if (incx != 1) {
+        ALIGN64_ALLOC(n, bfloat16, xbuffer_align, xbuffer);
+        bf16_compress_vector(n, x, xbuffer_align, incx);
+    }
+
+    if (incy != 1) {
+        ALIGN64_ALLOC(m, float, ybuffer_align, ybuffer);
+        if (beta != ZERO) {
+            fp32_compress_vector(m, y, ybuffer_align, incy);
+        }
+    }
+
+    sbgemv_kernel_t(m, n, alpha, a, lda, xbuffer_align, beta, ybuffer_align);
+
+    if (incy != 1) {
+        fp32_expand_vector(m, ybuffer_align, y, incy);
+        ALIGN64_FREE(ybuffer);
+    }
+
+    if (incx != 1) {
+        ALIGN64_FREE(xbuffer);
+    }
+
+	return(0);
+}

kernel/x86_64/sbgemv_t_microk_cooperlake.c

@@ -0,0 +1,202 @@
+/***************************************************************************
+Copyright (c) 2014, The OpenBLAS Project
+All rights reserved.
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+1. Redistributions of source code must retain the above copyright
+notice, this list of conditions and the following disclaimer.
+2. Redistributions in binary form must reproduce the above copyright
+notice, this list of conditions and the following disclaimer in
+the documentation and/or other materials provided with the
+distribution.
+3. Neither the name of the OpenBLAS project nor the names of
+its contributors may be used to endorse or promote products
+derived from this software without specific prior written permission.
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ARE DISCLAIMED. IN NO EVENT SHALL THE OPENBLAS PROJECT OR CONTRIBUTORS BE
+LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
+USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+*****************************************************************************/
+
+/* need a new enough GCC for avx512 support */
+#if (( defined(__GNUC__)  && __GNUC__   >= 10 && defined(__AVX512BF16__)) || (defined(__clang__) && __clang_major__ >= 9))
+
+#define HAVE_SBGEMV_T_ACCL_KERNEL 1
+
+// Define micro kernels for ALPHA not ONE && BETA effective && BETA not ONE scenarios
+#undef  ZERO_BETA
+#undef  ONE_BETA
+#undef  ONE_ALPHA
+#include "sbgemv_t_microk_cooperlake_template.c"
+
+// Define micro kernels for ALPHA not ONE && BETA as ONE scenarios
+#undef  ZERO_BETA
+#define ONE_BETA  1
+#undef  ONE_ALPHA
+#include "sbgemv_t_microk_cooperlake_template.c"
+
+// Define micro kernels for ALPHA not ONE && BETA in-effective (BETA == 0) scenarios
+#define ZERO_BETA 1
+#undef  ONE_ALPHA
+#include "sbgemv_t_microk_cooperlake_template.c"
+
+// Define micro kernels for ALPHA as ONE && BETA in-effective (BETA == 0) scenarios
+#define ZERO_BETA 1
+#define ONE_ALPHA 1
+#include "sbgemv_t_microk_cooperlake_template.c"
+
+static int sbgemv_kernel_t(BLASLONG m, BLASLONG n, float alpha, bfloat16 *a, BLASLONG lda, bfloat16 *x, float beta, float *y)
+{
+    if (beta == ZERO) {          // BETA == 0.0, no need to accumulate the original Y data
+        if (alpha == ONE) {           // ALPHA == 1.0, no need to multipy ALPHA
+            if (n > 127) {
+                sbgemv_kernel_1x128_lda_direct(m, n, alpha, a, lda, x, y);
+            } else if (n > 32) {
+                sbgemv_kernel_8x32_lda_direct(m, n, alpha, a, lda, x, y);
+            } else {
+                if (n > 16) {
+                    sbgemv_kernel_8x16p_lda(m, n, alpha, a, lda, x, y);
+                } else {
+                    if (lda == n) {
+                        switch(n) {
+                            case 1:  sbgemv_kernel_32x1 (m, alpha, a, x, y); break;
+                            case 2:  sbgemv_kernel_32x2 (m, alpha, a, x, y); break;
+                            case 3:  sbgemv_kernel_32x3 (m, alpha, a, x, y); break;
+                            case 4:  sbgemv_kernel_16x4 (m, alpha, a, x, y); break;
+                            case 5:  sbgemv_kernel_30x5 (m, alpha, a, x, y); break;
+                            case 6:  sbgemv_kernel_16x6 (m, alpha, a, x, y); break;
+                            case 7:  sbgemv_kernel_16x7 (m, alpha, a, x, y); break;
+                            case 8:  sbgemv_kernel_16x8 (m, alpha, a, x, y); break;
+                            case 9:  sbgemv_kernel_14x9 (m, alpha, a, x, y); break;
+                            case 10: sbgemv_kernel_12x10(m, alpha, a, x, y); break;
+                            case 11: sbgemv_kernel_15x11(m, alpha, a, x, y); break;
+                            case 12: sbgemv_kernel_15x12(m, alpha, a, x, y); break;
+                            case 13: sbgemv_kernel_16x13(m, alpha, a, x, y); break;
+                            case 14: sbgemv_kernel_16x14(m, alpha, a, x, y); break;
+                            case 15: sbgemv_kernel_16x15(m, alpha, a, x, y); break;
+                            case 16: sbgemv_kernel_16x16(m, alpha, a, x, y); break;
+                            default: break;
+                        }
+                    } else {
+                        sbgemv_kernel_8x16m_lda(m, n, alpha, a, lda, x, y);
+                    }
+                }
+            }
+        } else {                      // ALPHA != 1.0, need to multipy ALPHA
+            if (n > 127) {
+                sbgemv_kernel_1x128_lda_direct_alpha(m, n, alpha, a, lda, x, y);
+            } else if (n > 32) {
+                sbgemv_kernel_8x32_lda_direct_alpha(m, n, alpha, a, lda, x, y);
+            } else {
+                if (n > 16) {
+                    sbgemv_kernel_8x16p_lda_alpha(m, n, alpha, a, lda, x, y);
+                } else {
+                    if (lda == n) {
+                        switch(n) {
+                            case 1:  sbgemv_kernel_32x1_alpha (m, alpha, a, x, y); break;
+                            case 2:  sbgemv_kernel_32x2_alpha (m, alpha, a, x, y); break;
+                            case 3:  sbgemv_kernel_32x3_alpha (m, alpha, a, x, y); break;
+                            case 4:  sbgemv_kernel_16x4_alpha (m, alpha, a, x, y); break;
+                            case 5:  sbgemv_kernel_30x5_alpha (m, alpha, a, x, y); break;
+                            case 6:  sbgemv_kernel_16x6_alpha (m, alpha, a, x, y); break;
+                            case 7:  sbgemv_kernel_16x7_alpha (m, alpha, a, x, y); break;
+                            case 8:  sbgemv_kernel_16x8_alpha (m, alpha, a, x, y); break;
+                            case 9:  sbgemv_kernel_14x9_alpha (m, alpha, a, x, y); break;
+                            case 10: sbgemv_kernel_12x10_alpha(m, alpha, a, x, y); break;
+                            case 11: sbgemv_kernel_15x11_alpha(m, alpha, a, x, y); break;
+                            case 12: sbgemv_kernel_15x12_alpha(m, alpha, a, x, y); break;
+                            case 13: sbgemv_kernel_16x13_alpha(m, alpha, a, x, y); break;
+                            case 14: sbgemv_kernel_16x14_alpha(m, alpha, a, x, y); break;
+                            case 15: sbgemv_kernel_16x15_alpha(m, alpha, a, x, y); break;
+                            case 16: sbgemv_kernel_16x16_alpha(m, alpha, a, x, y); break;
+                            default: break;
+                        }
+                    } else {
+                        sbgemv_kernel_8x16m_lda_alpha(m, n, alpha, a, lda, x, y);
+                    }
+                }
+            }
+        }
+    } else {                     // BETA != 0.0, need to accumulate the original Y data no matter what ALPHA is
+        if (beta == ONE) {
+            if (n > 127) {
+                sbgemv_kernel_1x128_lda_direct_alpha_one(m, n, alpha, a, lda, x, beta, y);
+            } else if (n > 32) {
+                sbgemv_kernel_8x32_lda_direct_alpha_one(m, n, alpha, a, lda, x, beta, y);
+            } else {
+                if (n > 16) {
+                    sbgemv_kernel_8x16p_lda_alpha_one(m, n, alpha, a, lda, x, beta, y);
+                } else {
+                    if (lda == n) {
+                        switch(n) {
+                            case 1:  sbgemv_kernel_32x1_alpha_one (m, alpha, a, x, beta, y); break;
+                            case 2:  sbgemv_kernel_32x2_alpha_one (m, alpha, a, x, beta, y); break;
+                            case 3:  sbgemv_kernel_32x3_alpha_one (m, alpha, a, x, beta, y); break;
+                            case 4:  sbgemv_kernel_16x4_alpha_one (m, alpha, a, x, beta, y); break;
+                            case 5:  sbgemv_kernel_30x5_alpha_one (m, alpha, a, x, beta, y); break;
+                            case 6:  sbgemv_kernel_16x6_alpha_one (m, alpha, a, x, beta, y); break;
+                            case 7:  sbgemv_kernel_16x7_alpha_one (m, alpha, a, x, beta, y); break;
+                            case 8:  sbgemv_kernel_16x8_alpha_one (m, alpha, a, x, beta, y); break;
+                            case 9:  sbgemv_kernel_14x9_alpha_one (m, alpha, a, x, beta, y); break;
+                            case 10: sbgemv_kernel_12x10_alpha_one(m, alpha, a, x, beta, y); break;
+                            case 11: sbgemv_kernel_15x11_alpha_one(m, alpha, a, x, beta, y); break;
+                            case 12: sbgemv_kernel_15x12_alpha_one(m, alpha, a, x, beta, y); break;
+                            case 13: sbgemv_kernel_16x13_alpha_one(m, alpha, a, x, beta, y); break;
+                            case 14: sbgemv_kernel_16x14_alpha_one(m, alpha, a, x, beta, y); break;
+                            case 15: sbgemv_kernel_16x15_alpha_one(m, alpha, a, x, beta, y); break;
+                            case 16: sbgemv_kernel_16x16_alpha_one(m, alpha, a, x, beta, y); break;
+                            default: break;
+                        }
+                    } else {
+                        sbgemv_kernel_8x16m_lda_alpha_one(m, n, alpha, a, lda, x, beta, y);
+                    }
+                }
+            }
+        } else {
+            if (n > 127) {
+                sbgemv_kernel_1x128_lda_direct_alpha_beta(m, n, alpha, a, lda, x, beta, y);
+            } else if (n > 32) {
+                sbgemv_kernel_8x32_lda_direct_alpha_beta(m, n, alpha, a, lda, x, beta, y);
+            } else {
+                if (n > 16) {
+                    sbgemv_kernel_8x16p_lda_alpha_beta(m, n, alpha, a, lda, x, beta, y);
+                } else {
+                    if (lda == n) {
+                        switch(n) {
+                            case 1:  sbgemv_kernel_32x1_alpha_beta (m, alpha, a, x, beta, y); break;
+                            case 2:  sbgemv_kernel_32x2_alpha_beta (m, alpha, a, x, beta, y); break;
+                            case 3:  sbgemv_kernel_32x3_alpha_beta (m, alpha, a, x, beta, y); break;
+                            case 4:  sbgemv_kernel_16x4_alpha_beta (m, alpha, a, x, beta, y); break;
+                            case 5:  sbgemv_kernel_30x5_alpha_beta (m, alpha, a, x, beta, y); break;
+                            case 6:  sbgemv_kernel_16x6_alpha_beta (m, alpha, a, x, beta, y); break;
+                            case 7:  sbgemv_kernel_16x7_alpha_beta (m, alpha, a, x, beta, y); break;
+                            case 8:  sbgemv_kernel_16x8_alpha_beta (m, alpha, a, x, beta, y); break;
+                            case 9:  sbgemv_kernel_14x9_alpha_beta (m, alpha, a, x, beta, y); break;
+                            case 10: sbgemv_kernel_12x10_alpha_beta(m, alpha, a, x, beta, y); break;
+                            case 11: sbgemv_kernel_15x11_alpha_beta(m, alpha, a, x, beta, y); break;
+                            case 12: sbgemv_kernel_15x12_alpha_beta(m, alpha, a, x, beta, y); break;
+                            case 13: sbgemv_kernel_16x13_alpha_beta(m, alpha, a, x, beta, y); break;
+                            case 14: sbgemv_kernel_16x14_alpha_beta(m, alpha, a, x, beta, y); break;
+                            case 15: sbgemv_kernel_16x15_alpha_beta(m, alpha, a, x, beta, y); break;
+                            case 16: sbgemv_kernel_16x16_alpha_beta(m, alpha, a, x, beta, y); break;
+                            default: break;
+                        }
+                    } else {
+                        sbgemv_kernel_8x16m_lda_alpha_beta(m, n, alpha, a, lda, x, beta, y);
+                    }
+                }
+            }
+        }
+    }
+
+    return 0;
+}
+
+#endif