Merge pull request #4946 from XiWeiGu/la64_omatcopy_lasx

LoongArch64: Opt somatcopy with LASX
This commit is contained in:
Martin Kroeker 2024-10-18 14:03:06 +02:00 committed by GitHub
commit 016bdb9b0b
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GPG Key ID: B5690EEEBB952194
7 changed files with 951 additions and 1 deletions

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@ -103,6 +103,7 @@ goto :: slinpack.goto dlinpack.goto clinpack.goto zlinpack.goto \
sgetri.goto dgetri.goto cgetri.goto zgetri.goto \
spotrf.goto dpotrf.goto cpotrf.goto zpotrf.goto \
ssymm.goto dsymm.goto csymm.goto zsymm.goto \
somatcopy.goto domatcopy.goto comatcopy.goto zomatcopy.goto \
saxpby.goto daxpby.goto caxpby.goto zaxpby.goto $(GOTO_HALF_TARGETS)
acml :: slinpack.acml dlinpack.acml clinpack.acml zlinpack.acml \
@ -276,6 +277,7 @@ goto :: sgemm.goto dgemm.goto cgemm.goto zgemm.goto \
samin.goto damin.goto camin.goto zamin.goto \
smin.goto dmin.goto \
saxpby.goto daxpby.goto caxpby.goto zaxpby.goto \
somatcopy.goto domatcopy.goto comatcopy.goto zomatcopy.goto \
snrm2.goto dnrm2.goto scnrm2.goto dznrm2.goto $(GOTO_LAPACK_TARGETS) $(GOTO_HALF_TARGETS)
acml :: slinpack.acml dlinpack.acml clinpack.acml zlinpack.acml \
@ -2906,6 +2908,29 @@ dznrm2.goto : dznrm2.$(SUFFIX) ../$(LIBNAME)
dznrm2.atlas : dznrm2.$(SUFFIX)
-$(CC) $(CFLAGS) -o $(@F) $^ $(LIBATLAS) $(CEXTRALIB) $(EXTRALIB) $(FEXTRALIB)
###################################################################################################
############################################ SOMATCOPY ############################################
somatcopy.goto : somatcopy.$(SUFFIX) ../$(LIBNAME)
$(CC) $(CFLAGS) -o $(@F) $^ $(CEXTRALIB) $(EXTRALIB) $(FEXTRALIB) -lm
###################################################################################################
############################################ DOMATCOPY ############################################
domatcopy.goto : domatcopy.$(SUFFIX) ../$(LIBNAME)
$(CC) $(CFLAGS) -o $(@F) $^ $(CEXTRALIB) $(EXTRALIB) $(FEXTRALIB) -lm
###################################################################################################
############################################ COMATCOPY ############################################
comatcopy.goto : comatcopy.$(SUFFIX) ../$(LIBNAME)
$(CC) $(CFLAGS) -o $(@F) $^ $(CEXTRALIB) $(EXTRALIB) $(FEXTRALIB) -lm
###################################################################################################
############################################ ZOMATCOPY ############################################
zomatcopy.goto : zomatcopy.$(SUFFIX) ../$(LIBNAME)
$(CC) $(CFLAGS) -o $(@F) $^ $(CEXTRALIB) $(EXTRALIB) $(FEXTRALIB) -lm
###################################################################################################
@ -3435,6 +3460,18 @@ scnrm2.$(SUFFIX) : nrm2.c
dznrm2.$(SUFFIX) : nrm2.c
$(CC) $(CFLAGS) -c -DCOMPLEX -DDOUBLE -o $(@F) $^
somatcopy.$(SUFFIX) : omatcopy.c
$(CC) $(CFLAGS) -c -UCOMPLEX -UDOUBLE -o $(@F) $^
domatcopy.$(SUFFIX) : omatcopy.c
$(CC) $(CFLAGS) -c -UCOMPLEX -DDOUBLE -o $(@F) $^
comatcopy.$(SUFFIX) : omatcopy.c
$(CC) $(CFLAGS) -c -DCOMPLEX -UDOUBLE -o $(@F) $^
zomatcopy.$(SUFFIX) : omatcopy.c
$(CC) $(CFLAGS) -c -DCOMPLEX -DDOUBLE -o $(@F) $^
smallscaling: smallscaling.c ../$(LIBNAME)
$(CC) $(CFLAGS) -o $(@F) $^ $(EXTRALIB) -fopenmp -lm -lpthread
@ -3442,4 +3479,4 @@ smallscaling: smallscaling.c ../$(LIBNAME)
clean ::
@rm -f *.goto *.mkl *.acml *.atlas *.veclib *.essl smallscaling
include $(TOPDIR)/Makefile.tail
include $(TOPDIR)/Makefile.tail

122
benchmark/omatcopy.c Normal file
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@ -0,0 +1,122 @@
/***************************************************************************
Copyright (c) 2024, 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 "bench.h"
#undef OMATCOPY
#ifndef COMPLEX
#ifdef DOUBLE
#define OMATCOPY BLASFUNC(domatcopy)
#else
#define OMATCOPY BLASFUNC(somatcopy)
#endif
#else
#ifdef DOUBLE
#define OMATCOPY BLASFUNC(zomatcopy)
#else
#define OMATCOPY BLASFUNC(comatcopy)
#endif
#endif
int main(int argc, char *argv[]){
FLOAT *a, *b;
FLOAT alpha[] = {1.0, 0.0};
char trans = 'N';
char order = 'C';
blasint crows, ccols, clda, cldb;
int loops = 1;
char *p;
int from = 1;
int to = 200;
int step = 1;
int i, j;
double time1, timeg;
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 ((p = getenv("OPENBLAS_TRANS"))) {
trans=*p;
}
if ((p = getenv("OPENBLAS_ORDER"))) {
order=*p;
}
TOUPPER(trans);
TOUPPER(order);
fprintf(stderr, "From : %3d To : %3d Step=%d : Trans=%c : Order=%c\n", from, to, step, trans, order);
p = getenv("OPENBLAS_LOOPS");
if ( p != NULL ) {
loops = atoi(p);
}
if (( a = (FLOAT *)malloc(sizeof(FLOAT) * to * to * COMPSIZE)) == NULL) {
fprintf(stderr,"Out of Memory!!\n");exit(1);
}
if (( b = (FLOAT *)malloc(sizeof(FLOAT) * to * to * COMPSIZE)) == NULL) {
fprintf(stderr,"Out of Memory!!\n");exit(1);
}
#ifdef __linux
srandom(getpid());
#endif
for (i = 0; i < to * to * COMPSIZE; i++) {
a[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
}
for (i = 0; i < to * to * COMPSIZE; i++) {
b[i] = ((FLOAT) rand() / (FLOAT) RAND_MAX) - 0.5;
}
fprintf(stderr, " SIZE Flops Time\n");
for (i = from; i <= to; i += step) {
cldb = clda = crows = ccols = i;
fprintf(stderr, " ROWS=%4d, COLS=%4d : ", (int)crows, (int)ccols);
begin();
for (j=0; j<loops; j++) {
OMATCOPY (&order, &trans, &crows, &ccols, alpha, a, &clda, b, &cldb);
}
end();
time1 = getsec();
timeg = time1/loops;
fprintf(stderr,
" %10.2f MFlops %10.6f sec\n",
COMPSIZE * COMPSIZE * (double)ccols * (double)crows / timeg * 1.e-6, time1);
}
free(a);
free(b);
return 0;
}

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@ -172,4 +172,9 @@ DGEMM_SMALL_K_TN = dgemm_small_kernel_tn_lasx.S
DGEMM_SMALL_K_B0_TN = dgemm_small_kernel_tn_lasx.S
DGEMM_SMALL_K_TT = dgemm_small_kernel_tt_lasx.S
DGEMM_SMALL_K_B0_TT = dgemm_small_kernel_tt_lasx.S
SOMATCOPY_RT = somatcopy_rt_lasx.c
SOMATCOPY_RN = somatcopy_rn_lasx.c
SOMATCOPY_CT = somatcopy_ct_lasx.c
SOMATCOPY_CN = somatcopy_cn_lasx.c
endif

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@ -0,0 +1,193 @@
/***************************************************************************
Copyright (c) 2024, 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"
#define SAVE_4x1(b1, b2, b3, b4) \
"vstelm.w $vr"#b1",%1,0,0;add.d %1,%1,%3;vstelm.w $vr"#b2",%1,0,0;add.d %1,%1,%3;\n\t" \
"vstelm.w $vr"#b3",%1,0,0;add.d %1,%1,%3;vstelm.w $vr"#b4",%1,0,0;add.d %1,%1,%3;\n\t"
#define SAVE_4x2(b1, b2, b3, b4) \
"vstelm.d $vr"#b1",%1,0,0;add.d %1,%1,%3;vstelm.d $vr"#b2",%1,0,0;add.d %1,%1,%3;\n\t" \
"vstelm.d $vr"#b3",%1,0,0;add.d %1,%1,%3;vstelm.d $vr"#b4",%1,0,0;add.d %1,%1,%3;\n\t"
#define SAVE_4x4(b1, b2, b3, b4) \
"vst $vr"#b1",%1,0;add.d %1,%1,%3;vst $vr"#b2",%1,0;add.d %1,%1,%3;\n\t" \
"vst $vr"#b3",%1,0;add.d %1,%1,%3;vst $vr"#b4",%1,0;add.d %1,%1,%3;\n\t"
#define SAVE_4x8(b1, b2, b3, b4) \
"xvst $xr"#b1",%1,0;add.d %1,%1,%3;xvst $xr"#b2",%1,0;add.d %1,%1,%3;\n\t" \
"xvst $xr"#b3",%1,0;add.d %1,%1,%3;xvst $xr"#b4",%1,0;add.d %1,%1,%3;\n\t"
#define SAVE_4x16(b1, b2, b3, b4, b5, b6, b7, b8) \
"xvst $xr"#b1",%1,0;xvst $xr"#b2",%1,32;add.d %1,%1,%3;\n\t" \
"xvst $xr"#b3",%1,0;xvst $xr"#b4",%1,32;add.d %1,%1,%3;\n\t" \
"xvst $xr"#b5",%1,0;xvst $xr"#b6",%1,32;add.d %1,%1,%3;\n\t" \
"xvst $xr"#b7",%1,0;xvst $xr"#b8",%1,32;add.d %1,%1,%3;\n\t"
#define SAVE_2x16(b1, b2, b3, b4) \
"xvst $xr"#b1",%1,0;xvst $xr"#b2",%1,32;add.d %1,%1,%3;\n\t" \
"xvst $xr"#b3",%1,0;xvst $xr"#b4",%1,32;add.d %1,%1,%3;\n\t"
#define SAVE_2x8(b1, b2) \
"xvst $xr"#b1",%1,0;add.d %1,%1,%3;xvst $xr"#b2",%1,0;add.d %1,%1,%3;\n\t"
#define SAVE_2x4(b1, b2) \
"vst $vr"#b1",%1,0;add.d %1,%1,%3;vst $vr"#b2",%1,0;add.d %1,%1,%3;\n\t"
#define SAVE_2x2(b1, b2) \
"vstelm.d $vr"#b1",%1,0,0;add.d %1,%1,%3;vstelm.d $vr"#b2",%1,0,0;add.d %1,%1,%3;\n\t"
#define SAVE_2x1(b1, b2) \
"vstelm.w $vr"#b1",%1,0,0;add.d %1,%1,%3;vstelm.w $vr"#b2",%1,0,0;add.d %1,%1,%3;\n\t"
#define SAVE_1x16(b1, b2) \
"xvst $xr"#b1",%1,0;xvst $xr"#b2",%1,32;add.d %1,%1,%3;\n\t"
#define SAVE_1x8(b1) \
"xvst $xr"#b1",%1,0;add.d %1,%1,%3;\n\t"
#define SAVE_1x4(b1) \
"vst $vr"#b1",%1,0;add.d %1,%1,%3;\n\t"
#define SAVE_1x2(b1) \
"vstelm.d $vr"#b1",%1,0,0;add.d %1,%1,%3;\n\t"
#define SAVE_1x1(b1) \
"vstelm.w $vr"#b1",%1,0,0;add.d %1,%1,%3;\n\t"
#define COPY_4x16 \
"xvld $xr0,%0,0; xvld $xr4,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; xvld $xr5,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr2,%0,0; xvld $xr6,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr3,%0,0; xvld $xr7,%0,32; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15;xvfmul.s $xr1,$xr1,$xr15;xvfmul.s $xr2,$xr2,$xr15;xvfmul.s $xr3,$xr3,$xr15 \n\t" \
"xvfmul.s $xr4,$xr4,$xr15;xvfmul.s $xr5,$xr5,$xr15;xvfmul.s $xr6,$xr6,$xr15;xvfmul.s $xr7,$xr7,$xr15 \n\t" \
SAVE_4x16(0,4,1,5,2,6,3,7)
#define COPY_4x8 \
"xvld $xr0,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr2,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr3,%0,0; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15;xvfmul.s $xr1,$xr1,$xr15;xvfmul.s $xr2,$xr2,$xr15;xvfmul.s $xr3,$xr3,$xr15 \n\t" \
SAVE_4x8(0,1,2,3)
#define COPY_4x4 \
"vld $vr0,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr1,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr2,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr3,%0,0; add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15;vfmul.s $vr1,$vr1,$vr15;vfmul.s $vr2,$vr2,$vr15;vfmul.s $vr3,$vr3,$vr15 \n\t" \
SAVE_4x4(0,1,2,3)
#define COPY_4x2 \
"vld $vr0,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr1,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr2,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr3,%0,0; add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15;vfmul.s $vr1,$vr1,$vr15;vfmul.s $vr2,$vr2,$vr15;vfmul.s $vr3,$vr3,$vr15 \n\t" \
SAVE_4x2(0,1,2,3)
#define COPY_4x1 \
"fld.s $f0,%0,0; add.d %0,%0,%2; \n\t" \
"fld.s $f1,%0,0; add.d %0,%0,%2; \n\t" \
"fld.s $f2,%0,0; add.d %0,%0,%2; \n\t" \
"fld.s $f3,%0,0; add.d %0,%0,%2; \n\t" \
"fmul.s $f0,$f0,$f15;fmul.s $f1,$f1,$f15;fmul.s $f2,$f2,$f15;fmul.s $f3,$f3,$f15 \n\t" \
SAVE_4x1(0,1,2,3)
#define COPY_2x16 \
"xvld $xr0,%0,0; xvld $xr2,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; xvld $xr3,%0,32; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15;xvfmul.s $xr1,$xr1,$xr15;xvfmul.s $xr2,$xr2,$xr15;xvfmul.s $xr3,$xr3,$xr15 \n\t" \
SAVE_2x16(0,2,1,3)
#define COPY_2x8 \
"xvld $xr0,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15;xvfmul.s $xr1,$xr1,$xr15; \n\t" \
SAVE_2x8(0,1)
#define COPY_2x4 \
"vld $vr0,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr1,%0,0; add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15;vfmul.s $vr1,$vr1,$vr15; \n\t" \
SAVE_2x4(0,1)
#define COPY_2x2 \
"fld.d $f0,%0,0;add.d %0,%0,%2; \n\t" \
"fld.d $f1,%0,0;add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15;vfmul.s $vr1,$vr1,$vr15; \n\t" \
SAVE_2x2(0,1)
#define COPY_2x1 \
"fld.s $f0,%0,0;add.d %0,%0,%2; \n\t" \
"fld.s $f1,%0,0;add.d %0,%0,%2; \n\t" \
"fmul.s $f0,$f0,$f15;fmul.s $f1,$f1,$f15; \n\t" \
SAVE_2x1(0,1)
#define COPY_1x16 \
"xvld $xr0,%0,0; xvld $xr1,%0,32; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15;xvfmul.s $xr1,$xr1,$xr15; \n\t" \
SAVE_1x16(0,1)
#define COPY_1x8 \
"xvld $xr0,%0,0; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15; \n\t" \
SAVE_1x8(0)
#define COPY_1x4 \
"vld $vr0,%0,0; add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15; \n\t" \
SAVE_1x4(0)
#define COPY_1x2 \
"fld.d $f0,%0,0;add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15; \n\t" \
SAVE_1x2(0)
#define COPY_1x1 \
"fld.s $f0,%0,0;add.d %0,%0,%2; \n\t" \
"fmul.s $f0,$f0,$f15; \n\t" \
SAVE_1x1(0)
#define ROWS_OF_BLOCK 128
#define COMPUTE(ndim) \
src = src_base; dst = dst_base; \
__asm__ __volatile__( \
"xvldrepl.w $xr15, %6, 0 \n\t" \
"srli.d $r6, %5, 2 \n\t" \
"beqz $r6, "#ndim"3f \n\t" \
#ndim"4: \n\t" \
COPY_4x##ndim \
"addi.d $r6, $r6, -1 \n\t" \
"bnez $r6, "#ndim"4b \n\t" \
#ndim"3: \n\t" \
"andi $r6, %5, 2 \n\t" \
"beqz $r6, "#ndim"1f \n\t" \
#ndim"2: \n\t" \
COPY_2x##ndim \
#ndim"1: \n\t" \
"andi $r6, %5, 1 \n\t" \
"beqz $r6, "#ndim"0f \n\t" \
COPY_1x##ndim \
#ndim"0: \n\t" \
:"+r"(src),"+r"(dst),"+r"(src_ld_bytes),"+r"(dst_ld_bytes),"+r"(dst_tmp) \
:"r"(num_cols),"r"(&ALPHA) \
:"memory", "$r6", "$f0", "$f1", "$f2", "$f3", "$f4", "$f5", "$f6", "$f7", "$f8", "$f9", "$f10", "$f11", "$f15" \
);
int CNAME(BLASLONG rows, BLASLONG cols, FLOAT alpha, FLOAT *a, BLASLONG lda, FLOAT *b, BLASLONG ldb){
float *src, *dst, *dst_tmp=0, *src_base, *dst_base;
uint64_t src_ld_bytes = (uint64_t)lda * sizeof(float), dst_ld_bytes = (uint64_t)ldb * sizeof(float), num_cols = 0;
BLASLONG rows_left, cols_done; float ALPHA = alpha;
if (ALPHA == 0.0) {
dst_base = b;
for (rows_left = rows; rows_left > 0; rows_left--) {memset(dst_base, 0, cols * sizeof(float)); dst_base += ldb;}
return 0;
}
for (cols_done = 0; cols_done < cols; cols_done += num_cols) {
num_cols = cols - cols_done;
if (num_cols > ROWS_OF_BLOCK) num_cols = ROWS_OF_BLOCK;
rows_left = rows; src_base = a + (int64_t)lda * (int64_t)cols_done; dst_base = b + cols_done;
for (;rows_left > 15; rows_left -= 16) {COMPUTE(16) src_base += 16; dst_base += 16;}
for (;rows_left > 7; rows_left -= 8) {COMPUTE(8) src_base += 8; dst_base += 8;}
for (;rows_left > 3; rows_left -= 4) {COMPUTE(4) src_base += 4; dst_base += 4;}
for (;rows_left > 1; rows_left -= 2) {COMPUTE(2) src_base += 2; dst_base += 2;}
if (rows_left > 0) {COMPUTE(1) src_base ++; dst_base ++;}
}
}

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@ -0,0 +1,200 @@
/***************************************************************************
Copyright (c) 2024, 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"
#define SAVE1x4(c1) \
"vfmul.s $vr"#c1",$vr"#c1",$vr15;vstelm.w $vr"#c1",%4,0,0;add.d %4,%4,%3;\n\t" \
"vstelm.w $vr"#c1",%4,0,1;add.d %4,%4,%3;vstelm.w $vr"#c1",%4,0,2;add.d %4,%4,%3; \n\t" \
"vstelm.w $vr"#c1",%4,0,3;add.d %4,%4,%3;\n\t"
#define SAVE_2x4(c1, c2, t1, t2) \
"vilvl.w $vr"#t1",$vr"#c2",$vr"#c1";vfmul.s $vr"#t1",$vr"#t1",$vr15; \n\t" \
"vstelm.d $vr"#t1",%4,0,0;add.d %4,%4,%3;vstelm.d $vr"#t1",%4,0,1;add.d %4,%4,%3 \n\t" \
"vilvh.w $vr"#t2",$vr"#c2",$vr"#c1";vfmul.s $vr"#t2",$vr"#t2",$vr15; \n\t" \
"vstelm.d $vr"#t2",%4,0,0;add.d %4,%4,%3;vstelm.d $vr"#t2",%4,0,1;add.d %4,%4,%3 \n\t"
#define SAVE_4x1(b1) \
"vst $vr"#b1",%4,0; add.d %4,%4,%3 \n\t"
#define SAVE_4x2(b1, b2) \
"vst $vr"#b1",%4,0; add.d %4,%4,%3; vst $vr"#b2",%4,0; add.d %4,%4,%3 \n\t"
#define SAVE_4x4(b1, b2, b3, b4) \
"vst $vr"#b1",%4,0; add.d %4,%4,%3; vst $vr"#b2",%4,0; add.d %4,%4,%3 \n\t" \
"vst $vr"#b3",%4,0; add.d %4,%4,%3; vst $vr"#b4",%4,0; add.d %4,%4,%3 \n\t"
#define SAVE_4x8(b1, b2, b3, b4) \
SAVE_4x4(b1, b2, b3, b4) \
"xvpermi.q $xr"#b1",$xr"#b1",1; xvpermi.q $xr"#b2",$xr"#b2",1; xvpermi.q $xr"#b3",$xr"#b3",1; xvpermi.q $xr"#b4",$xr"#b4",1; \n\t" \
SAVE_4x4(b1, b2, b3, b4)
#define TRANS_4x4(a1, a2, a3, a4, t1, t2, t3, t4) \
"vilvl.w $vr"#t1",$vr"#a2",$vr"#a1";vilvh.w $vr"#t2",$vr"#a2",$vr"#a1"; \n\t" \
"vilvl.w $vr"#t3",$vr"#a4",$vr"#a3";vilvh.w $vr"#t4",$vr"#a4",$vr"#a3"; \n\t" \
"vilvl.d $vr"#a1",$vr"#t3",$vr"#t1";vilvh.d $vr"#a2",$vr"#t3",$vr"#t1"; \n\t" \
"vilvl.d $vr"#a3",$vr"#t4",$vr"#t2";vilvh.d $vr"#a4",$vr"#t4",$vr"#t2"; \n\t"
#define TRANS_4x8(a1, a2, a3, a4, t1, t2, t3, t4) \
"xvilvl.w $xr"#t1",$xr"#a2",$xr"#a1"; xvilvh.w $xr"#t2",$xr"#a2",$xr"#a1"; \n\t" \
"xvilvl.w $xr"#t3",$xr"#a4",$xr"#a3"; xvilvh.w $xr"#t4",$xr"#a4",$xr"#a3"; \n\t" \
"xvilvl.d $xr"#a1",$xr"#t3",$xr"#t1"; xvilvh.d $xr"#a2",$xr"#t3",$xr"#t1"; \n\t" \
"xvilvl.d $xr"#a3",$xr"#t4",$xr"#t2"; xvilvh.d $xr"#a4",$xr"#t4",$xr"#t2"; \n\t"
#define COPY_4x16 \
"move %4,%1; addi.d %1,%1,16 \n\t" \
"xvld $xr0,%0,0; xvld $xr4,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; xvld $xr5,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr2,%0,0; xvld $xr6,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr3,%0,0; xvld $xr7,%0,32; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15;xvfmul.s $xr1,$xr1,$xr15;xvfmul.s $xr2,$xr2,$xr15;xvfmul.s $xr3,$xr3,$xr15 \n\t" \
"xvfmul.s $xr4,$xr4,$xr15;xvfmul.s $xr5,$xr5,$xr15;xvfmul.s $xr6,$xr6,$xr15;xvfmul.s $xr7,$xr7,$xr15 \n\t" \
TRANS_4x8(0,1,2,3,8,9,10,11) SAVE_4x8(0,1,2,3) \
TRANS_4x8(4,5,6,7,8,9,10,11) SAVE_4x8(4,5,6,7)
#define COPY_4x8 \
"move %4,%1; addi.d %1,%1,16 \n\t" \
"xvld $xr0,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr2,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr3,%0,0; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15;xvfmul.s $xr1,$xr1,$xr15;xvfmul.s $xr2,$xr2,$xr15;xvfmul.s $xr3,$xr3,$xr15 \n\t" \
TRANS_4x8(0,1,2,3,8,9,10,11) SAVE_4x8(0,1,2,3)
#define COPY_4x4 \
"move %4,%1; addi.d %1,%1,16 \n\t" \
"vld $vr0,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr1,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr2,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr3,%0,0; add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15;vfmul.s $vr1,$vr1,$vr15;vfmul.s $vr2,$vr2,$vr15;vfmul.s $vr3,$vr3,$vr15 \n\t" \
TRANS_4x4(0,1,2,3,8,9,10,11) SAVE_4x4(0,1,2,3)
#define COPY_4x2 \
"move %4,%1; addi.d %1,%1,16 \n\t" \
"vld $vr0,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr1,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr2,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr3,%0,0; add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15;vfmul.s $vr1,$vr1,$vr15;vfmul.s $vr2,$vr2,$vr15;vfmul.s $vr3,$vr3,$vr15 \n\t" \
TRANS_4x4(0,1,2,3,8,9,10,11) SAVE_4x2(0,1)
#define COPY_4x1 \
"move %4,%1; addi.d %1,%1,16 \n\t" \
"fld.s $f0,%0,0; add.d %0,%0,%2; \n\t" \
"fld.s $f1,%0,0; add.d %0,%0,%2; \n\t" \
"fld.s $f2,%0,0; add.d %0,%0,%2; \n\t" \
"fld.s $f3,%0,0; add.d %0,%0,%2; \n\t" \
"xvinsve0.w $xr0,$xr1,1;xvinsve0.w $xr0,$xr2,2;xvinsve0.w $xr0,$xr3,3; \n\t" \
"vfmul.s $vr0,$vr0,$vr15; \n\t" \
SAVE_4x1(0)
#define COPY_2x16 \
"move %4,%1; addi.d %1,%1,8 \n\t" \
"xvld $xr0,%0,0; xvld $xr2,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; xvld $xr3,%0,32; add.d %0,%0,%2; \n\t" \
"xvpermi.q $xr4,$xr0,1;xvpermi.q $xr6,$xr2,1;xvpermi.q $xr5,$xr1,1;xvpermi.q $xr7,$xr3,1; \n\t" \
SAVE_2x4(0,1,8,9) SAVE_2x4(4,5,8,9) SAVE_2x4(2,3,8,9) SAVE_2x4(6,7,8,9)
#define COPY_2x8 \
"move %4,%1; addi.d %1,%1,8 \n\t" \
"xvld $xr0,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; add.d %0,%0,%2; \n\t" \
"xvpermi.q $xr2,$xr0,1;xvpermi.q $xr3,$xr1,1; \n\t" \
SAVE_2x4(0,1,4,5) SAVE_2x4(2,3,4,5)
#define COPY_2x4 \
"move %4,%1; addi.d %1,%1,8 \n\t" \
"vld $vr0,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr1,%0,0; add.d %0,%0,%2; \n\t" \
SAVE_2x4(0,1,4,5)
#define COPY_2x2 \
"move %4,%1; addi.d %1,%1,8 \n\t" \
"fld.d $f0,%0,0;add.d %0,%0,%2; \n\t" \
"fld.d $f1,%0,0;add.d %0,%0,%2; \n\t" \
"xvinsve0.d $xr0,$xr1,1;vfmul.s $vr0,$vr0,$vr15;vshuf4i.w $vr0,$vr0,0xd8 \n\t" \
"vstelm.d $vr0,%4,0,0;add.d %4,%4,%3;vstelm.d $vr0,%4,0,1 \n\t"
#define COPY_2x1 \
"move %4,%1; addi.d %1,%1,8 \n\t" \
"fld.s $f0,%0,0;add.d %0,%0,%2; \n\t" \
"fld.s $f1,%0,0;add.d %0,%0,%2; \n\t" \
"xvinsve0.w $xr0,$xr1,1;vfmul.s $vr0,$vr0,$vr15; \n\t" \
"vstelm.d $vr0,%4,0,0; \n\t"
#define COPY_1x16 \
"move %4,%1; addi.d %1,%1,4 \n\t" \
"vld $vr1,%0,0;" SAVE1x4(1) "vld $vr2,%0,16;" SAVE1x4(2) \
"vld $vr1,%0,32;" SAVE1x4(1) "vld $vr2,%0,48;" SAVE1x4(2) \
"add.d %0,%0,%2 \n\t"
#define COPY_1x8 \
"move %4,%1; addi.d %1,%1,4 \n\t" \
"vld $vr1,%0,0;" SAVE1x4(1) "vld $vr2,%0,16;" SAVE1x4(2) \
"add.d %0,%0,%2 \n\t"
#define COPY_1x4 \
"move %4,%1; addi.d %1,%1,4 \n\t" \
"vld $vr1,%0,0;" SAVE1x4(1) \
"add.d %0,%0,%2 \n\t"
#define COPY_1x2 \
"move %4,%1;fld.d $f1,%0,0;add.d %0,%0,%2;vfmul.s $vr1,$vr1,$vr15;vstelm.w $vr1,%4,0,0;add.d %4,%4,%3;vstelm.w $vr1,%4,0,1;\n\t" \
"addi.d %1,%1,4;\n\t"
#define COPY_1x1 \
"fld.s $f1,%0,0;fmul.s $f1,$f1,$f15;fst.s $f1,%1,0;add.d %0,%0,%2;addi.d %1,%1,4;\n\t"
#define ROWS_OF_BLOCK 128
#define COMPUTE(ndim) \
src = src_base; dst = dst_base; \
__asm__ __volatile__( \
"xvldrepl.w $xr15, %6, 0 \n\t" \
"srli.d $r6, %5, 2 \n\t" \
"beqz $r6, "#ndim"3f \n\t" \
#ndim"4: \n\t" \
COPY_4x##ndim \
"addi.d $r6, $r6, -1 \n\t" \
"bnez $r6, "#ndim"4b \n\t" \
#ndim"3: \n\t" \
"andi $r6, %5, 2 \n\t" \
"beqz $r6, "#ndim"1f \n\t" \
#ndim"2: \n\t" \
COPY_2x##ndim \
#ndim"1: \n\t" \
"andi $r6, %5, 1 \n\t" \
"beqz $r6, "#ndim"0f \n\t" \
COPY_1x##ndim \
#ndim"0: \n\t" \
:"+r"(src),"+r"(dst),"+r"(src_ld_bytes),"+r"(dst_ld_bytes),"+r"(dst_tmp) \
:"r"(num_cols),"r"(&ALPHA) \
:"memory", "$r6", "$f0", "$f1", "$f2", "$f3", "$f4", "$f5", "$f6", "$f7", "$f8", "$f9", "$f10", "$f11", "$f15" \
);
int CNAME(BLASLONG rows, BLASLONG cols, FLOAT alpha, FLOAT *a, BLASLONG lda, FLOAT *b, BLASLONG ldb){
float *src, *dst, *dst_tmp=0, *src_base, *dst_base;
uint64_t src_ld_bytes = (uint64_t)lda * sizeof(float), dst_ld_bytes = (uint64_t)ldb * sizeof(float), num_cols = 0;
BLASLONG rows_left, cols_done; float ALPHA = alpha;
if (ALPHA == 0.0) {
dst_base = b;
for (rows_left = rows; rows_left > 0; rows_left--) {memset(dst_base, 0, cols * sizeof(float)); dst_base += ldb;}
return 0;
}
for (cols_done = 0; cols_done < cols; cols_done += num_cols) {
num_cols = cols - cols_done;
if (num_cols > ROWS_OF_BLOCK) num_cols = ROWS_OF_BLOCK;
rows_left = rows; src_base = a + (int64_t)lda * (int64_t)cols_done; dst_base = b + cols_done;
for (;rows_left > 15; rows_left -= 16) {COMPUTE(16) src_base += 16; dst_base += 16 * ldb;}
for (;rows_left > 7; rows_left -= 8) {COMPUTE(8) src_base += 8; dst_base += 8 * ldb;}
for (;rows_left > 3; rows_left -= 4) {COMPUTE(4) src_base += 4; dst_base += 4 * ldb;}
for (;rows_left > 1; rows_left -= 2) {COMPUTE(2) src_base += 2; dst_base += 2 * ldb;}
if (rows_left > 0) {COMPUTE(1) src_base ++; dst_base += ldb;}
}
}

View File

@ -0,0 +1,193 @@
/***************************************************************************
Copyright (c) 2024, 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"
#define SAVE_4x1(b1, b2, b3, b4) \
"vstelm.w $vr"#b1",%1,0,0;add.d %1,%1,%3;vstelm.w $vr"#b2",%1,0,0;add.d %1,%1,%3;\n\t" \
"vstelm.w $vr"#b3",%1,0,0;add.d %1,%1,%3;vstelm.w $vr"#b4",%1,0,0;add.d %1,%1,%3;\n\t"
#define SAVE_4x2(b1, b2, b3, b4) \
"vstelm.d $vr"#b1",%1,0,0;add.d %1,%1,%3;vstelm.d $vr"#b2",%1,0,0;add.d %1,%1,%3;\n\t" \
"vstelm.d $vr"#b3",%1,0,0;add.d %1,%1,%3;vstelm.d $vr"#b4",%1,0,0;add.d %1,%1,%3;\n\t"
#define SAVE_4x4(b1, b2, b3, b4) \
"vst $vr"#b1",%1,0;add.d %1,%1,%3;vst $vr"#b2",%1,0;add.d %1,%1,%3;\n\t" \
"vst $vr"#b3",%1,0;add.d %1,%1,%3;vst $vr"#b4",%1,0;add.d %1,%1,%3;\n\t"
#define SAVE_4x8(b1, b2, b3, b4) \
"xvst $xr"#b1",%1,0;add.d %1,%1,%3;xvst $xr"#b2",%1,0;add.d %1,%1,%3;\n\t" \
"xvst $xr"#b3",%1,0;add.d %1,%1,%3;xvst $xr"#b4",%1,0;add.d %1,%1,%3;\n\t"
#define SAVE_4x16(b1, b2, b3, b4, b5, b6, b7, b8) \
"xvst $xr"#b1",%1,0;xvst $xr"#b2",%1,32;add.d %1,%1,%3;\n\t" \
"xvst $xr"#b3",%1,0;xvst $xr"#b4",%1,32;add.d %1,%1,%3;\n\t" \
"xvst $xr"#b5",%1,0;xvst $xr"#b6",%1,32;add.d %1,%1,%3;\n\t" \
"xvst $xr"#b7",%1,0;xvst $xr"#b8",%1,32;add.d %1,%1,%3;\n\t"
#define SAVE_2x16(b1, b2, b3, b4) \
"xvst $xr"#b1",%1,0;xvst $xr"#b2",%1,32;add.d %1,%1,%3;\n\t" \
"xvst $xr"#b3",%1,0;xvst $xr"#b4",%1,32;add.d %1,%1,%3;\n\t"
#define SAVE_2x8(b1, b2) \
"xvst $xr"#b1",%1,0;add.d %1,%1,%3;xvst $xr"#b2",%1,0;add.d %1,%1,%3;\n\t"
#define SAVE_2x4(b1, b2) \
"vst $vr"#b1",%1,0;add.d %1,%1,%3;vst $vr"#b2",%1,0;add.d %1,%1,%3;\n\t"
#define SAVE_2x2(b1, b2) \
"vstelm.d $vr"#b1",%1,0,0;add.d %1,%1,%3;vstelm.d $vr"#b2",%1,0,0;add.d %1,%1,%3;\n\t"
#define SAVE_2x1(b1, b2) \
"vstelm.w $vr"#b1",%1,0,0;add.d %1,%1,%3;vstelm.w $vr"#b2",%1,0,0;add.d %1,%1,%3;\n\t"
#define SAVE_1x16(b1, b2) \
"xvst $xr"#b1",%1,0;xvst $xr"#b2",%1,32;add.d %1,%1,%3;\n\t"
#define SAVE_1x8(b1) \
"xvst $xr"#b1",%1,0;add.d %1,%1,%3;\n\t"
#define SAVE_1x4(b1) \
"vst $vr"#b1",%1,0;add.d %1,%1,%3;\n\t"
#define SAVE_1x2(b1) \
"vstelm.d $vr"#b1",%1,0,0;add.d %1,%1,%3;\n\t"
#define SAVE_1x1(b1) \
"vstelm.w $vr"#b1",%1,0,0;add.d %1,%1,%3;\n\t"
#define COPY_4x16 \
"xvld $xr0,%0,0; xvld $xr4,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; xvld $xr5,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr2,%0,0; xvld $xr6,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr3,%0,0; xvld $xr7,%0,32; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15;xvfmul.s $xr1,$xr1,$xr15;xvfmul.s $xr2,$xr2,$xr15;xvfmul.s $xr3,$xr3,$xr15 \n\t" \
"xvfmul.s $xr4,$xr4,$xr15;xvfmul.s $xr5,$xr5,$xr15;xvfmul.s $xr6,$xr6,$xr15;xvfmul.s $xr7,$xr7,$xr15 \n\t" \
SAVE_4x16(0,4,1,5,2,6,3,7)
#define COPY_4x8 \
"xvld $xr0,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr2,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr3,%0,0; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15;xvfmul.s $xr1,$xr1,$xr15;xvfmul.s $xr2,$xr2,$xr15;xvfmul.s $xr3,$xr3,$xr15 \n\t" \
SAVE_4x8(0,1,2,3)
#define COPY_4x4 \
"vld $vr0,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr1,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr2,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr3,%0,0; add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15;vfmul.s $vr1,$vr1,$vr15;vfmul.s $vr2,$vr2,$vr15;vfmul.s $vr3,$vr3,$vr15 \n\t" \
SAVE_4x4(0,1,2,3)
#define COPY_4x2 \
"vld $vr0,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr1,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr2,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr3,%0,0; add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15;vfmul.s $vr1,$vr1,$vr15;vfmul.s $vr2,$vr2,$vr15;vfmul.s $vr3,$vr3,$vr15 \n\t" \
SAVE_4x2(0,1,2,3)
#define COPY_4x1 \
"fld.s $f0,%0,0; add.d %0,%0,%2; \n\t" \
"fld.s $f1,%0,0; add.d %0,%0,%2; \n\t" \
"fld.s $f2,%0,0; add.d %0,%0,%2; \n\t" \
"fld.s $f3,%0,0; add.d %0,%0,%2; \n\t" \
"fmul.s $f0,$f0,$f15;fmul.s $f1,$f1,$f15;fmul.s $f2,$f2,$f15;fmul.s $f3,$f3,$f15 \n\t" \
SAVE_4x1(0,1,2,3)
#define COPY_2x16 \
"xvld $xr0,%0,0; xvld $xr2,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; xvld $xr3,%0,32; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15;xvfmul.s $xr1,$xr1,$xr15;xvfmul.s $xr2,$xr2,$xr15;xvfmul.s $xr3,$xr3,$xr15 \n\t" \
SAVE_2x16(0,2,1,3)
#define COPY_2x8 \
"xvld $xr0,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15;xvfmul.s $xr1,$xr1,$xr15; \n\t" \
SAVE_2x8(0,1)
#define COPY_2x4 \
"vld $vr0,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr1,%0,0; add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15;vfmul.s $vr1,$vr1,$vr15; \n\t" \
SAVE_2x4(0,1)
#define COPY_2x2 \
"fld.d $f0,%0,0;add.d %0,%0,%2; \n\t" \
"fld.d $f1,%0,0;add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15;vfmul.s $vr1,$vr1,$vr15; \n\t" \
SAVE_2x2(0,1)
#define COPY_2x1 \
"fld.s $f0,%0,0;add.d %0,%0,%2; \n\t" \
"fld.s $f1,%0,0;add.d %0,%0,%2; \n\t" \
"fmul.s $f0,$f0,$f15;fmul.s $f1,$f1,$f15; \n\t" \
SAVE_2x1(0,1)
#define COPY_1x16 \
"xvld $xr0,%0,0; xvld $xr1,%0,32; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15;xvfmul.s $xr1,$xr1,$xr15; \n\t" \
SAVE_1x16(0,1)
#define COPY_1x8 \
"xvld $xr0,%0,0; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15; \n\t" \
SAVE_1x8(0)
#define COPY_1x4 \
"vld $vr0,%0,0; add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15; \n\t" \
SAVE_1x4(0)
#define COPY_1x2 \
"fld.d $f0,%0,0;add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15; \n\t" \
SAVE_1x2(0)
#define COPY_1x1 \
"fld.s $f0,%0,0;add.d %0,%0,%2; \n\t" \
"fmul.s $f0,$f0,$f15; \n\t" \
SAVE_1x1(0)
#define ROWS_OF_BLOCK 128
#define COMPUTE(ndim) \
src = src_base; dst = dst_base; \
__asm__ __volatile__( \
"xvldrepl.w $xr15, %6, 0 \n\t" \
"srli.d $r6, %5, 2 \n\t" \
"beqz $r6, "#ndim"3f \n\t" \
#ndim"4: \n\t" \
COPY_4x##ndim \
"addi.d $r6, $r6, -1 \n\t" \
"bnez $r6, "#ndim"4b \n\t" \
#ndim"3: \n\t" \
"andi $r6, %5, 2 \n\t" \
"beqz $r6, "#ndim"1f \n\t" \
#ndim"2: \n\t" \
COPY_2x##ndim \
#ndim"1: \n\t" \
"andi $r6, %5, 1 \n\t" \
"beqz $r6, "#ndim"0f \n\t" \
COPY_1x##ndim \
#ndim"0: \n\t" \
:"+r"(src),"+r"(dst),"+r"(src_ld_bytes),"+r"(dst_ld_bytes),"+r"(dst_tmp) \
:"r"(num_rows),"r"(&ALPHA) \
:"memory", "$r6", "$f0", "$f1", "$f2", "$f3", "$f4", "$f5", "$f6", "$f7", "$f8", "$f9", "$f10", "$f11", "$f15" \
);
int CNAME(BLASLONG rows, BLASLONG cols, FLOAT alpha, FLOAT *a, BLASLONG lda, FLOAT *b, BLASLONG ldb){
float *src, *dst, *dst_tmp=0, *src_base, *dst_base;
uint64_t src_ld_bytes = (uint64_t)lda * sizeof(float), dst_ld_bytes = (uint64_t)ldb * sizeof(float), num_rows = 0;
BLASLONG cols_left, rows_done; float ALPHA = alpha;
if (ALPHA == 0.0) {
dst_base = b;
for (cols_left = cols; cols_left > 0; cols_left--) {memset(dst_base, 0, rows * sizeof(float)); dst_base += ldb;}
return 0;
}
for (rows_done = 0; rows_done < rows; rows_done += num_rows) {
num_rows = rows - rows_done;
if (num_rows > ROWS_OF_BLOCK) num_rows = ROWS_OF_BLOCK;
cols_left = cols; src_base = a + (int64_t)lda * (int64_t)rows_done; dst_base = b + rows_done;
for (;cols_left > 15; cols_left -= 16) {COMPUTE(16) src_base += 16; dst_base += 16;}
for (;cols_left > 7; cols_left -= 8) {COMPUTE(8) src_base += 8; dst_base += 8;}
for (;cols_left > 3; cols_left -= 4) {COMPUTE(4) src_base += 4; dst_base += 4;}
for (;cols_left > 1; cols_left -= 2) {COMPUTE(2) src_base += 2; dst_base += 2;}
if (cols_left > 0) {COMPUTE(1) src_base ++; dst_base ++;}
}
}

View File

@ -0,0 +1,200 @@
/***************************************************************************
Copyright (c) 2024, 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"
#define SAVE1x4(c1) \
"vfmul.s $vr"#c1",$vr"#c1",$vr15;vstelm.w $vr"#c1",%4,0,0;add.d %4,%4,%3;\n\t" \
"vstelm.w $vr"#c1",%4,0,1;add.d %4,%4,%3;vstelm.w $vr"#c1",%4,0,2;add.d %4,%4,%3; \n\t" \
"vstelm.w $vr"#c1",%4,0,3;add.d %4,%4,%3;\n\t"
#define SAVE_2x4(c1, c2, t1, t2) \
"vilvl.w $vr"#t1",$vr"#c2",$vr"#c1";vfmul.s $vr"#t1",$vr"#t1",$vr15; \n\t" \
"vstelm.d $vr"#t1",%4,0,0;add.d %4,%4,%3;vstelm.d $vr"#t1",%4,0,1;add.d %4,%4,%3 \n\t" \
"vilvh.w $vr"#t2",$vr"#c2",$vr"#c1";vfmul.s $vr"#t2",$vr"#t2",$vr15; \n\t" \
"vstelm.d $vr"#t2",%4,0,0;add.d %4,%4,%3;vstelm.d $vr"#t2",%4,0,1;add.d %4,%4,%3 \n\t"
#define SAVE_4x1(b1) \
"vst $vr"#b1",%4,0; add.d %4,%4,%3 \n\t"
#define SAVE_4x2(b1, b2) \
"vst $vr"#b1",%4,0; add.d %4,%4,%3; vst $vr"#b2",%4,0; add.d %4,%4,%3 \n\t"
#define SAVE_4x4(b1, b2, b3, b4) \
"vst $vr"#b1",%4,0; add.d %4,%4,%3; vst $vr"#b2",%4,0; add.d %4,%4,%3 \n\t" \
"vst $vr"#b3",%4,0; add.d %4,%4,%3; vst $vr"#b4",%4,0; add.d %4,%4,%3 \n\t"
#define SAVE_4x8(b1, b2, b3, b4) \
SAVE_4x4(b1, b2, b3, b4) \
"xvpermi.q $xr"#b1",$xr"#b1",1; xvpermi.q $xr"#b2",$xr"#b2",1; xvpermi.q $xr"#b3",$xr"#b3",1; xvpermi.q $xr"#b4",$xr"#b4",1; \n\t" \
SAVE_4x4(b1, b2, b3, b4)
#define TRANS_4x4(a1, a2, a3, a4, t1, t2, t3, t4) \
"vilvl.w $vr"#t1",$vr"#a2",$vr"#a1";vilvh.w $vr"#t2",$vr"#a2",$vr"#a1"; \n\t" \
"vilvl.w $vr"#t3",$vr"#a4",$vr"#a3";vilvh.w $vr"#t4",$vr"#a4",$vr"#a3"; \n\t" \
"vilvl.d $vr"#a1",$vr"#t3",$vr"#t1";vilvh.d $vr"#a2",$vr"#t3",$vr"#t1"; \n\t" \
"vilvl.d $vr"#a3",$vr"#t4",$vr"#t2";vilvh.d $vr"#a4",$vr"#t4",$vr"#t2"; \n\t"
#define TRANS_4x8(a1, a2, a3, a4, t1, t2, t3, t4) \
"xvilvl.w $xr"#t1",$xr"#a2",$xr"#a1"; xvilvh.w $xr"#t2",$xr"#a2",$xr"#a1"; \n\t" \
"xvilvl.w $xr"#t3",$xr"#a4",$xr"#a3"; xvilvh.w $xr"#t4",$xr"#a4",$xr"#a3"; \n\t" \
"xvilvl.d $xr"#a1",$xr"#t3",$xr"#t1"; xvilvh.d $xr"#a2",$xr"#t3",$xr"#t1"; \n\t" \
"xvilvl.d $xr"#a3",$xr"#t4",$xr"#t2"; xvilvh.d $xr"#a4",$xr"#t4",$xr"#t2"; \n\t"
#define COPY_4x16 \
"move %4,%1; addi.d %1,%1,16 \n\t" \
"xvld $xr0,%0,0; xvld $xr4,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; xvld $xr5,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr2,%0,0; xvld $xr6,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr3,%0,0; xvld $xr7,%0,32; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15;xvfmul.s $xr1,$xr1,$xr15;xvfmul.s $xr2,$xr2,$xr15;xvfmul.s $xr3,$xr3,$xr15 \n\t" \
"xvfmul.s $xr4,$xr4,$xr15;xvfmul.s $xr5,$xr5,$xr15;xvfmul.s $xr6,$xr6,$xr15;xvfmul.s $xr7,$xr7,$xr15 \n\t" \
TRANS_4x8(0,1,2,3,8,9,10,11) SAVE_4x8(0,1,2,3) \
TRANS_4x8(4,5,6,7,8,9,10,11) SAVE_4x8(4,5,6,7)
#define COPY_4x8 \
"move %4,%1; addi.d %1,%1,16 \n\t" \
"xvld $xr0,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr2,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr3,%0,0; add.d %0,%0,%2; \n\t" \
"xvfmul.s $xr0,$xr0,$xr15;xvfmul.s $xr1,$xr1,$xr15;xvfmul.s $xr2,$xr2,$xr15;xvfmul.s $xr3,$xr3,$xr15 \n\t" \
TRANS_4x8(0,1,2,3,8,9,10,11) SAVE_4x8(0,1,2,3)
#define COPY_4x4 \
"move %4,%1; addi.d %1,%1,16 \n\t" \
"vld $vr0,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr1,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr2,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr3,%0,0; add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15;vfmul.s $vr1,$vr1,$vr15;vfmul.s $vr2,$vr2,$vr15;vfmul.s $vr3,$vr3,$vr15 \n\t" \
TRANS_4x4(0,1,2,3,8,9,10,11) SAVE_4x4(0,1,2,3)
#define COPY_4x2 \
"move %4,%1; addi.d %1,%1,16 \n\t" \
"vld $vr0,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr1,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr2,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr3,%0,0; add.d %0,%0,%2; \n\t" \
"vfmul.s $vr0,$vr0,$vr15;vfmul.s $vr1,$vr1,$vr15;vfmul.s $vr2,$vr2,$vr15;vfmul.s $vr3,$vr3,$vr15 \n\t" \
TRANS_4x4(0,1,2,3,8,9,10,11) SAVE_4x2(0,1)
#define COPY_4x1 \
"move %4,%1; addi.d %1,%1,16 \n\t" \
"fld.s $f0,%0,0; add.d %0,%0,%2; \n\t" \
"fld.s $f1,%0,0; add.d %0,%0,%2; \n\t" \
"fld.s $f2,%0,0; add.d %0,%0,%2; \n\t" \
"fld.s $f3,%0,0; add.d %0,%0,%2; \n\t" \
"xvinsve0.w $xr0,$xr1,1;xvinsve0.w $xr0,$xr2,2;xvinsve0.w $xr0,$xr3,3; \n\t" \
"vfmul.s $vr0,$vr0,$vr15; \n\t" \
SAVE_4x1(0)
#define COPY_2x16 \
"move %4,%1; addi.d %1,%1,8 \n\t" \
"xvld $xr0,%0,0; xvld $xr2,%0,32; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; xvld $xr3,%0,32; add.d %0,%0,%2; \n\t" \
"xvpermi.q $xr4,$xr0,1;xvpermi.q $xr6,$xr2,1;xvpermi.q $xr5,$xr1,1;xvpermi.q $xr7,$xr3,1; \n\t" \
SAVE_2x4(0,1,8,9) SAVE_2x4(4,5,8,9) SAVE_2x4(2,3,8,9) SAVE_2x4(6,7,8,9)
#define COPY_2x8 \
"move %4,%1; addi.d %1,%1,8 \n\t" \
"xvld $xr0,%0,0; add.d %0,%0,%2; \n\t" \
"xvld $xr1,%0,0; add.d %0,%0,%2; \n\t" \
"xvpermi.q $xr2,$xr0,1;xvpermi.q $xr3,$xr1,1; \n\t" \
SAVE_2x4(0,1,4,5) SAVE_2x4(2,3,4,5)
#define COPY_2x4 \
"move %4,%1; addi.d %1,%1,8 \n\t" \
"vld $vr0,%0,0; add.d %0,%0,%2; \n\t" \
"vld $vr1,%0,0; add.d %0,%0,%2; \n\t" \
SAVE_2x4(0,1,4,5)
#define COPY_2x2 \
"move %4,%1; addi.d %1,%1,8 \n\t" \
"fld.d $f0,%0,0;add.d %0,%0,%2; \n\t" \
"fld.d $f1,%0,0;add.d %0,%0,%2; \n\t" \
"xvinsve0.d $xr0,$xr1,1;vfmul.s $vr0,$vr0,$vr15;vshuf4i.w $vr0,$vr0,0xd8 \n\t" \
"vstelm.d $vr0,%4,0,0;add.d %4,%4,%3;vstelm.d $vr0,%4,0,1 \n\t"
#define COPY_2x1 \
"move %4,%1; addi.d %1,%1,8 \n\t" \
"fld.s $f0,%0,0;add.d %0,%0,%2; \n\t" \
"fld.s $f1,%0,0;add.d %0,%0,%2; \n\t" \
"xvinsve0.w $xr0,$xr1,1;vfmul.s $vr0,$vr0,$vr15; \n\t" \
"vstelm.d $vr0,%4,0,0; \n\t"
#define COPY_1x16 \
"move %4,%1; addi.d %1,%1,4 \n\t" \
"vld $vr1,%0,0;" SAVE1x4(1) "vld $vr2,%0,16;" SAVE1x4(2) \
"vld $vr1,%0,32;" SAVE1x4(1) "vld $vr2,%0,48;" SAVE1x4(2) \
"add.d %0,%0,%2 \n\t"
#define COPY_1x8 \
"move %4,%1; addi.d %1,%1,4 \n\t" \
"vld $vr1,%0,0;" SAVE1x4(1) "vld $vr2,%0,16;" SAVE1x4(2) \
"add.d %0,%0,%2 \n\t"
#define COPY_1x4 \
"move %4,%1; addi.d %1,%1,4 \n\t" \
"vld $vr1,%0,0;" SAVE1x4(1) \
"add.d %0,%0,%2 \n\t"
#define COPY_1x2 \
"move %4,%1;fld.d $f1,%0,0;add.d %0,%0,%2;vfmul.s $vr1,$vr1,$vr15;vstelm.w $vr1,%4,0,0;add.d %4,%4,%3;vstelm.w $vr1,%4,0,1;\n\t" \
"addi.d %1,%1,4;\n\t"
#define COPY_1x1 \
"fld.s $f1,%0,0;fmul.s $f1,$f1,$f15;fst.s $f1,%1,0;add.d %0,%0,%2;addi.d %1,%1,4;\n\t"
#define ROWS_OF_BLOCK 128
#define COMPUTE(ndim) \
src = src_base; dst = dst_base; \
__asm__ __volatile__( \
"xvldrepl.w $xr15, %6, 0 \n\t" \
"srli.d $r6, %5, 2 \n\t" \
"beqz $r6, "#ndim"3f \n\t" \
#ndim"4: \n\t" \
COPY_4x##ndim \
"addi.d $r6, $r6, -1 \n\t" \
"bnez $r6, "#ndim"4b \n\t" \
#ndim"3: \n\t" \
"andi $r6, %5, 2 \n\t" \
"beqz $r6, "#ndim"1f \n\t" \
#ndim"2: \n\t" \
COPY_2x##ndim \
#ndim"1: \n\t" \
"andi $r6, %5, 1 \n\t" \
"beqz $r6, "#ndim"0f \n\t" \
COPY_1x##ndim \
#ndim"0: \n\t" \
:"+r"(src),"+r"(dst),"+r"(src_ld_bytes),"+r"(dst_ld_bytes),"+r"(dst_tmp) \
:"r"(num_rows),"r"(&ALPHA) \
:"memory", "$r6", "$f0", "$f1", "$f2", "$f3", "$f4", "$f5", "$f6", "$f7", "$f8", "$f9", "$f10", "$f11", "$f15" \
);
int CNAME(BLASLONG rows, BLASLONG cols, FLOAT alpha, FLOAT *a, BLASLONG lda, FLOAT *b, BLASLONG ldb){
float *src, *dst, *dst_tmp=0, *src_base, *dst_base;
uint64_t src_ld_bytes = (uint64_t)lda * sizeof(float), dst_ld_bytes = (uint64_t)ldb * sizeof(float), num_rows = 0;
BLASLONG cols_left, rows_done; float ALPHA = alpha;
if (ALPHA == 0.0) {
dst_base = b;
for (cols_left = cols; cols_left > 0; cols_left--) {memset(dst_base, 0, rows * sizeof(float)); dst_base += ldb;}
return 0;
}
for (rows_done = 0; rows_done < rows; rows_done += num_rows) {
num_rows = rows - rows_done;
if (num_rows > ROWS_OF_BLOCK) num_rows = ROWS_OF_BLOCK;
cols_left = cols; src_base = a + (int64_t)lda * (int64_t)rows_done; dst_base = b + rows_done;
for (;cols_left > 15; cols_left -= 16) {COMPUTE(16) src_base += 16; dst_base += 16 * ldb;}
for (;cols_left > 7; cols_left -= 8) {COMPUTE(8) src_base += 8; dst_base += 8 * ldb;}
for (;cols_left > 3; cols_left -= 4) {COMPUTE(4) src_base += 4; dst_base += 4 * ldb;}
for (;cols_left > 1; cols_left -= 2) {COMPUTE(2) src_base += 2; dst_base += 2 * ldb;}
if (cols_left > 0) {COMPUTE(1) src_base ++; dst_base += ldb;}
}
}