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Merge pull request #3464 from binebrank/arm_sve_sgemm 

Add sgemm part for Arm SVE
This commit is contained in:
Martin Kroeker 2021-12-11 20:35:22 +01:00 committed by GitHub
parent f7f7fea0dc a8f62a347b
commit 697e2752d7
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
15 changed files with 3969 additions and 56 deletions
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42
kernel/Makefile.L3
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@ -1483,29 +1483,61 @@ $(KDIR)xtrsm_kernel_RC$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(XTRSMKERNEL_RT) $(XT
$(CC) -c $(CFLAGS) -DTRSMKERNEL -DCOMPLEX -DXDOUBLE -UUPPER -DRT -DCONJ $< -o $@
ifdef STRMMUNCOPY_M
$(KDIR)strmm_iunucopy$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(STRMMUNCOPY_M)
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -ULOWER -DUNIT $< -o $@
$(KDIR)strmm_iunncopy$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(STRMMUNCOPY_M)
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -ULOWER -UUNIT $< -o $@
else
$(KDIR)strmm_iunucopy$(TSUFFIX).$(SUFFIX) : generic/trmm_uncopy_$(SGEMM_UNROLL_M).c
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -ULOWER -DUNIT $< -o $@
$(KDIR)strmm_iunncopy$(TSUFFIX).$(SUFFIX) : generic/trmm_uncopy_$(SGEMM_UNROLL_M).c
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -ULOWER -UUNIT $< -o $@
endif
ifdef STRMMLNCOPY_M
$(KDIR)strmm_ilnucopy$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(STRMMLNCOPY_M)
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -DLOWER -DUNIT $< -o $@
$(KDIR)strmm_ilnncopy$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(STRMMLNCOPY_M)
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -DLOWER -UUNIT $< -o $@
else
$(KDIR)strmm_ilnucopy$(TSUFFIX).$(SUFFIX) : generic/trmm_lncopy_$(SGEMM_UNROLL_M).c
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -DLOWER -DUNIT $< -o $@
$(KDIR)strmm_ilnncopy$(TSUFFIX).$(SUFFIX) : generic/trmm_lncopy_$(SGEMM_UNROLL_M).c
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -DLOWER -UUNIT $< -o $@
endif
ifdef STRMMUTCOPY_M
$(KDIR)strmm_iutucopy$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(STRMMUTCOPY_M)
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -ULOWER -DUNIT $< -o $@
$(KDIR)strmm_iutncopy$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(STRMMUTCOPY_M)
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -ULOWER -UUNIT $< -o $@
else
$(KDIR)strmm_iutucopy$(TSUFFIX).$(SUFFIX) : generic/trmm_utcopy_$(SGEMM_UNROLL_M).c
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -ULOWER -DUNIT $< -o $@
$(KDIR)strmm_iutncopy$(TSUFFIX).$(SUFFIX) : generic/trmm_utcopy_$(SGEMM_UNROLL_M).c
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -ULOWER -UUNIT $< -o $@
endif
ifdef STRMMLTCOPY_M
$(KDIR)strmm_iltucopy$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(STRMMLTCOPY_M)
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -DLOWER -DUNIT $< -o $@
$(KDIR)strmm_iltncopy$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(STRMMLTCOPY_M)
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -DLOWER -UUNIT $< -o $@
else
$(KDIR)strmm_iltucopy$(TSUFFIX).$(SUFFIX) : generic/trmm_ltcopy_$(SGEMM_UNROLL_M).c
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -DLOWER -DUNIT $< -o $@
$(KDIR)strmm_iltncopy$(TSUFFIX).$(SUFFIX) : generic/trmm_ltcopy_$(SGEMM_UNROLL_M).c
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -DLOWER -UUNIT $< -o $@
endif
$(KDIR)strmm_ounucopy$(TSUFFIX).$(SUFFIX) : generic/trmm_uncopy_$(SGEMM_UNROLL_N).c
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -DOUTER -ULOWER -DUNIT $< -o $@
@ -1809,11 +1841,21 @@ $(KDIR)ssymm_outcopy$(TSUFFIX).$(SUFFIX) : generic/symm_ucopy_$(SGEMM_UNROLL_N).
$(KDIR)ssymm_oltcopy$(TSUFFIX).$(SUFFIX) : generic/symm_lcopy_$(SGEMM_UNROLL_N).c
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -DOUTER -DLOWER $< -o $@
ifdef SSYMMUCOPY_M
$(KDIR)ssymm_iutcopy$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(SSYMMUCOPY_M)
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -ULOWER $< -o $@
else
$(KDIR)ssymm_iutcopy$(TSUFFIX).$(SUFFIX) : generic/symm_ucopy_$(SGEMM_UNROLL_M).c
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -ULOWER $< -o $@
endif
ifdef SSYMMLCOPY_M
$(KDIR)ssymm_iltcopy$(TSUFFIX).$(SUFFIX) : $(KERNELDIR)/$(SSYMMLCOPY_M)
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -DLOWER $< -o $@
else
$(KDIR)ssymm_iltcopy$(TSUFFIX).$(SUFFIX) : generic/symm_lcopy_$(SGEMM_UNROLL_M).c
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -UDOUBLE -UCOMPLEX -UOUTER -DLOWER $< -o $@
endif
$(KDIR)dsymm_outcopy$(TSUFFIX).$(SUFFIX) : generic/symm_ucopy_$(DGEMM_UNROLL_N).c
$(CC) -c $(CFLAGS) $(NO_UNINITIALIZED_WARN) -DDOUBLE -UCOMPLEX -DOUTER -ULOWER $< -o $@

39
kernel/arm64/KERNEL.A64FX
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@ -114,35 +114,26 @@ DSDOTKERNEL = dot.S
DGEMM_BETA = dgemm_beta.S
SGEMM_BETA = sgemm_beta.S
SGEMMKERNEL = sgemm_kernel_$(SGEMM_UNROLL_M)x$(SGEMM_UNROLL_N).S
STRMMKERNEL = strmm_kernel_$(SGEMM_UNROLL_M)x$(SGEMM_UNROLL_N).S
ifneq ($(SGEMM_UNROLL_M), $(SGEMM_UNROLL_N))
ifeq ($(SGEMM_UNROLL_M), 16)
SGEMMITCOPY = sgemm_tcopy_$(SGEMM_UNROLL_M).S
else
SGEMMITCOPY = ../generic/gemm_tcopy_$(SGEMM_UNROLL_M).c
endif
ifeq ($(SGEMM_UNROLL_M), 4)
SGEMMINCOPY = sgemm_ncopy_$(SGEMM_UNROLL_M).S
else
SGEMMINCOPY = ../generic/gemm_ncopy_$(SGEMM_UNROLL_M).c
endif
SGEMMKERNEL = sgemm_kernel_sve_v2x$(SGEMM_UNROLL_N).S
STRMMKERNEL = strmm_kernel_sve_v1x$(SGEMM_UNROLL_N).S
SGEMMINCOPY = sgemm_ncopy_sve_v1.c
SGEMMITCOPY = sgemm_tcopy_sve_v1.c
SGEMMONCOPY = sgemm_ncopy_$(DGEMM_UNROLL_N).S
SGEMMOTCOPY = sgemm_tcopy_$(DGEMM_UNROLL_N).S
SGEMMINCOPYOBJ = sgemm_incopy$(TSUFFIX).$(SUFFIX)
SGEMMITCOPYOBJ = sgemm_itcopy$(TSUFFIX).$(SUFFIX)
endif
ifeq ($(SGEMM_UNROLL_N), 16)
SGEMMOTCOPY = sgemm_tcopy_$(SGEMM_UNROLL_N).S
else
SGEMMOTCOPY = ../generic/gemm_tcopy_$(SGEMM_UNROLL_N).c
endif
ifeq ($(SGEMM_UNROLL_N), 4)
SGEMMONCOPY = sgemm_ncopy_$(SGEMM_UNROLL_N).S
else
SGEMMONCOPY = ../generic/gemm_ncopy_$(SGEMM_UNROLL_N).c
endif
SGEMMONCOPYOBJ = sgemm_oncopy$(TSUFFIX).$(SUFFIX)
SGEMMOTCOPYOBJ = sgemm_otcopy$(TSUFFIX).$(SUFFIX)
STRMMUNCOPY_M = trmm_uncopy_sve_v1.c
STRMMLNCOPY_M = trmm_lncopy_sve_v1.c
STRMMUTCOPY_M = trmm_utcopy_sve_v1.c
STRMMLTCOPY_M = trmm_ltcopy_sve_v1.c
SSYMMUCOPY_M = symm_ucopy_sve.c
SSYMMLCOPY_M = symm_lcopy_sve.c
DGEMMKERNEL = dgemm_kernel_sve_v2x$(DGEMM_UNROLL_N).S
DTRMMKERNEL = dtrmm_kernel_sve_v1x$(DGEMM_UNROLL_N).S

40
kernel/arm64/KERNEL.ARMV8SVE
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@ -114,35 +114,27 @@ DSDOTKERNEL = dot.S
DGEMM_BETA = dgemm_beta.S
SGEMM_BETA = sgemm_beta.S
SGEMMKERNEL = sgemm_kernel_$(SGEMM_UNROLL_M)x$(SGEMM_UNROLL_N).S
STRMMKERNEL = strmm_kernel_$(SGEMM_UNROLL_M)x$(SGEMM_UNROLL_N).S
ifneq ($(SGEMM_UNROLL_M), $(SGEMM_UNROLL_N))
ifeq ($(SGEMM_UNROLL_M), 16)
SGEMMITCOPY = sgemm_tcopy_$(SGEMM_UNROLL_M).S
else
SGEMMITCOPY = ../generic/gemm_tcopy_$(SGEMM_UNROLL_M).c
endif
ifeq ($(SGEMM_UNROLL_M), 4)
SGEMMINCOPY = sgemm_ncopy_$(SGEMM_UNROLL_M).S
else
SGEMMINCOPY = ../generic/gemm_ncopy_$(SGEMM_UNROLL_M).c
endif
SGEMMKERNEL = sgemm_kernel_sve_v2x$(SGEMM_UNROLL_N).S
STRMMKERNEL = strmm_kernel_sve_v1x$(SGEMM_UNROLL_N).S
SGEMMINCOPY = sgemm_ncopy_sve_v1.c
SGEMMITCOPY = sgemm_tcopy_sve_v1.c
SGEMMONCOPY = sgemm_ncopy_$(DGEMM_UNROLL_N).S
SGEMMOTCOPY = sgemm_tcopy_$(DGEMM_UNROLL_N).S
SGEMMINCOPYOBJ = sgemm_incopy$(TSUFFIX).$(SUFFIX)
SGEMMITCOPYOBJ = sgemm_itcopy$(TSUFFIX).$(SUFFIX)
endif
ifeq ($(SGEMM_UNROLL_N), 16)
SGEMMOTCOPY = sgemm_tcopy_$(SGEMM_UNROLL_N).S
else
SGEMMOTCOPY = ../generic/gemm_tcopy_$(SGEMM_UNROLL_N).c
endif
ifeq ($(SGEMM_UNROLL_N), 4)
SGEMMONCOPY = sgemm_ncopy_$(SGEMM_UNROLL_N).S
else
SGEMMONCOPY = ../generic/gemm_ncopy_$(SGEMM_UNROLL_N).c
endif
SGEMMONCOPYOBJ = sgemm_oncopy$(TSUFFIX).$(SUFFIX)
SGEMMOTCOPYOBJ = sgemm_otcopy$(TSUFFIX).$(SUFFIX)
STRMMUNCOPY_M = trmm_uncopy_sve_v1.c
STRMMLNCOPY_M = trmm_lncopy_sve_v1.c
STRMMUTCOPY_M = trmm_utcopy_sve_v1.c
STRMMLTCOPY_M = trmm_ltcopy_sve_v1.c
SSYMMUCOPY_M = symm_ucopy_sve.c
SSYMMLCOPY_M = symm_lcopy_sve.c
DGEMMKERNEL = dgemm_kernel_sve_v2x$(DGEMM_UNROLL_N).S
DTRMMKERNEL = dtrmm_kernel_sve_v1x$(DGEMM_UNROLL_N).S

874
kernel/arm64/sgemm_kernel_sve_v1x8.S Normal file
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@ -0,0 +1,874 @@
/*******************************************************************************
Copyright (c) 2015, 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 ASSEMBLER
#include "common.h"
/* X0 X1 X2 s0 X3 x4 x5 x6 */
/*int CNAME(BLASLONG bm,BLASLONG bn,BLASLONG bk,FLOAT alpha0,FLOAT* ba,FLOAT* bb,FLOAT* C,BLASLONG ldc )*/
#define origM x0
#define origN x1
#define origK x2
#define origPA x3
#define origPB x4
#define pC x5
#define LDC x6
#define temp x7
#define counterL x8
#define counterI x9
#define counterJ x10
#define pB x11
#define pCRow0 x12
#define pCRow1 x13
#define pCRow2 x14
#define lanes x15
#define pA x16
#define alpha w17
#define alpha0 s10
#define alphaZ z2.s
#define A_PRE_SIZE 1536
#define B_PRE_SIZE 512
#define C_PRE_SIZE 128
// 00 origM
// 01 origN
// 02 origK
// 03 origPA
// 04 origPB
// 05 pC
// 06 origLDC -> LDC
// 07 temp
// 08 counterL
// 09 counterI
// 10 counterJ
// 11 pB
// 12 pCRow0
// 13 pCRow1
// 14 pCRow2
// 15 lanes
// 16 pA
// 17
// 18 must save
// 19 must save
// 20 must save
// 21 must save
// 22 must save
// 23 must save
// 24 must save
// 25 must save
// 26 must save
// 27 must save
// 28 must save
// 29 frame
// 30 link
// 31 sp
//v00 ALPHA -> pA0_0
//v01 pA0_1
//v02 ALPHA0
//v03
//v04
//v05
//v06
//v07
//v08 must save pB0_0
//v09 must save pB0_1
//v10 must save pB0_2
//v11 must save pB0_3
//v12 must save pB0_4
//v13 must save pB0_5
//v14 must save pB0_6
//v15 must save pB0_7
//v16 must save C0
//v17 must save C1
//v18 must save C2
//v19 must save C3
//v20 must save C4
//v21 must save C5
//v22 must save C6
//v23 must save C7
/*******************************************************************************
* Macro definitions
*******************************************************************************/
.macro INITv1x8
dup z16.s, #0
dup z17.s, #0
dup z18.s, #0
dup z19.s, #0
dup z20.s, #0
dup z21.s, #0
dup z22.s, #0
dup z23.s, #0
.endm
.macro KERNELv1x8_I
ld1w z0.s, p1/z, [pA]
ld1w z1.s, p1/z, [pA, lanes, lsl #2] // next one
add pA, pA, lanes, lsl #3 // pA = pA + lanes * 2 * 4
ld1rw z8.s, p0/z, [pB]
ld1rw z9.s, p0/z, [pB, 4]
ld1rw z10.s, p0/z, [pB, 8]
ld1rw z11.s, p0/z, [pB, 12]
ld1rw z12.s, p0/z, [pB, 16]
ld1rw z13.s, p0/z, [pB, 20]
ld1rw z14.s, p0/z, [pB, 24]
ld1rw z15.s, p0/z, [pB, 28]
add pB, pB, 32
fmla z16.s, p1/m, z0.s, z8.s
ld1rw z8.s, p0/z, [pB]
fmla z17.s, p1/m, z0.s, z9.s
ld1rw z9.s, p0/z, [pB, 4]
fmla z18.s, p1/m, z0.s, z10.s
ld1rw z10.s, p0/z, [pB, 8]
fmla z19.s, p1/m, z0.s, z11.s
ld1rw z11.s, p0/z, [pB, 12]
fmla z20.s, p1/m, z0.s, z12.s
prfm PLDL1KEEP, [pA, #A_PRE_SIZE]
ld1rw z12.s, p0/z, [pB, 16]
fmla z21.s, p1/m, z0.s, z13.s
ld1rw z13.s, p0/z, [pB, 20]
fmla z22.s, p1/m, z0.s, z14.s
ld1rw z14.s, p0/z, [pB, 24]
fmla z23.s, p1/m, z0.s, z15.s
prfm PLDL1KEEP, [pA, #A_PRE_SIZE+64]
ld1rw z15.s, p0/z, [pB, 28]
add pB, pB, 32
.endm
.macro KERNELv1x8_M1
ld1w z1.s, p1/z, [pA]
add pA, pA, lanes, lsl #2 // pA = pA + lanes * 4
fmla z16.s, p1/m, z0.s, z8.s
ld1rw z8.s, p0/z, [pB]
fmla z17.s, p1/m, z0.s, z9.s
ld1rw z9.s, p0/z, [pB, 4]
fmla z18.s, p1/m, z0.s, z10.s
ld1rw z10.s, p0/z, [pB, 8]
fmla z19.s, p1/m, z0.s, z11.s
ld1rw z11.s, p0/z, [pB, 12]
fmla z20.s, p1/m, z0.s, z12.s
prfm PLDL1KEEP, [pA, #A_PRE_SIZE]
ld1rw z12.s, p0/z, [pB, 16]
fmla z21.s, p1/m, z0.s, z13.s
ld1rw z13.s, p0/z, [pB, 20]
fmla z22.s, p1/m, z0.s, z14.s
ld1rw z14.s, p0/z, [pB, 24]
fmla z23.s, p1/m, z0.s, z15.s
prfm PLDL1KEEP, [pA, #A_PRE_SIZE+64]
ld1rw z15.s, p0/z, [pB, 28]
add pB, pB, 32
.endm
.macro KERNELv1x8_M2
ld1w z0.s, p1/z, [pA]
add pA, pA, lanes, lsl #2 // pA = pA + lanes * 4
fmla z16.s, p1/m, z1.s, z8.s
ld1rw z8.s, p0/z, [pB]
fmla z17.s, p1/m, z1.s, z9.s
ld1rw z9.s, p0/z, [pB, 4]
fmla z18.s, p1/m, z1.s, z10.s
ld1rw z10.s, p0/z, [pB, 8]
fmla z19.s, p1/m, z1.s, z11.s
ld1rw z11.s, p0/z, [pB, 12]
fmla z20.s, p1/m, z1.s, z12.s
ld1rw z12.s, p0/z, [pB, 16]
prfm PLDL1KEEP, [pB, #B_PRE_SIZE]
fmla z21.s, p1/m, z1.s, z13.s
ld1rw z13.s, p0/z, [pB, 20]
fmla z22.s, p1/m, z1.s, z14.s
ld1rw z14.s, p0/z, [pB, 24]
fmla z23.s, p1/m, z1.s, z15.s
ld1rw z15.s, p0/z, [pB, 28]
add pB, pB, 32
.endm
.macro KERNELv1x8_E
fmla z16.s, p1/m, z1.s, z8.s
fmla z17.s, p1/m, z1.s, z9.s
fmla z18.s, p1/m, z1.s, z10.s
fmla z19.s, p1/m, z1.s, z11.s
fmla z20.s, p1/m, z1.s, z12.s
prfm PLDL1KEEP, [pB, #B_PRE_SIZE]
fmla z21.s, p1/m, z1.s, z13.s
fmla z22.s, p1/m, z1.s, z14.s
fmla z23.s, p1/m, z1.s, z15.s
.endm
.macro KERNELv1x8_SUB
ld1w z0.s, p1/z, [pA]
add pA, pA, lanes, lsl #2 // pA = pA + lanes * 4
ld1rw z8.s, p0/z, [pB]
ld1rw z9.s, p0/z, [pB, 4]
ld1rw z10.s, p0/z, [pB, 8]
ld1rw z11.s, p0/z, [pB, 12]
ld1rw z12.s, p0/z, [pB, 16]
ld1rw z13.s, p0/z, [pB, 20]
ld1rw z14.s, p0/z, [pB, 24]
ld1rw z15.s, p0/z, [pB, 28]
add pB, pB, 32
fmla z16.s, p1/m, z0.s, z8.s
fmla z17.s, p1/m, z0.s, z9.s
fmla z18.s, p1/m, z0.s, z10.s
prfm PLDL1KEEP, [pA, #A_PRE_SIZE]
fmla z19.s, p1/m, z0.s, z11.s
fmla z20.s, p1/m, z0.s, z12.s
fmla z21.s, p1/m, z0.s, z13.s
prfm PLDL1KEEP, [pB, #B_PRE_SIZE]
fmla z22.s, p1/m, z0.s, z14.s
fmla z23.s, p1/m, z0.s, z15.s
.endm
.macro SAVEv1x8
prfm PLDL2KEEP, [pCRow0, #C_PRE_SIZE]
add pCRow1, pCRow0, LDC
ld1w z24.s, p1/z, [pCRow0]
fmla z24.s, p1/m, z16.s, alphaZ
st1w z24.s, p1, [pCRow0]
prfm PLDL2KEEP, [pCRow1, #C_PRE_SIZE]
add pCRow2, pCRow1, LDC
ld1w z25.s, p1/z, [pCRow1]
fmla z25.s, p1/m, z17.s, alphaZ
st1w z25.s, p1, [pCRow1]
prfm PLDL2KEEP, [pCRow2, #C_PRE_SIZE]
add pCRow1, pCRow2, LDC
ld1w z26.s, p1/z, [pCRow2]
fmla z26.s, p1/m, z18.s, alphaZ
st1w z26.s, p1, [pCRow2]
prfm PLDL2KEEP, [pCRow1, #C_PRE_SIZE]
add pCRow2, pCRow1, LDC
ld1w z27.s, p1/z, [pCRow1]
fmla z27.s, p1/m, z19.s, alphaZ
st1w z27.s, p1, [pCRow1]
prfm PLDL2KEEP, [pCRow2, #C_PRE_SIZE]
add pCRow1, pCRow2, LDC
ld1w z28.s, p1/z, [pCRow2]
fmla z28.s, p1/m, z20.s, alphaZ
st1w z28.s, p1, [pCRow2]
prfm PLDL2KEEP, [pCRow1, #C_PRE_SIZE]
add pCRow2, pCRow1, LDC
ld1w z29.s, p1/z, [pCRow1]
fmla z29.s, p1/m, z21.s, alphaZ
st1w z29.s, p1, [pCRow1]
prfm PLDL2KEEP, [pCRow2, #C_PRE_SIZE]
add pCRow1, pCRow2, LDC
ld1w z30.s, p1/z, [pCRow2]
fmla z30.s, p1/m, z22.s, alphaZ
st1w z30.s, p1, [pCRow2]
prfm PLDL2KEEP, [pCRow1, #C_PRE_SIZE]
ld1w z31.s, p1/z, [pCRow1]
fmla z31.s, p1/m, z23.s, alphaZ
st1w z31.s, p1, [pCRow1]
add pCRow0, pCRow0, lanes, lsl #2 // pC = pC + lanes * 4
.endm
/******************************************************************************/
.macro INITv1x4
dup z16.s, #0
dup z17.s, #0
dup z18.s, #0
dup z19.s, #0
.endm
.macro KERNELv1x4_SUB
ld1w z0.s, p1/z, [pA]
add pA, pA, lanes, lsl #2 // pA = pA + lanes * 4
ld1rw z8.s, p0/z, [pB]
ld1rw z9.s, p0/z, [pB, 4]
ld1rw z10.s, p0/z, [pB, 8]
ld1rw z11.s, p0/z, [pB, 12]
add pB, pB, 16
fmla z16.s, p1/m, z0.s, z8.s
fmla z17.s, p1/m, z0.s, z9.s
prfm PLDL1KEEP, [pA, #A_PRE_SIZE]
fmla z18.s, p1/m, z0.s, z10.s
fmla z19.s, p1/m, z0.s, z11.s
.endm
.macro SAVEv1x4
prfm PLDL2KEEP, [pCRow0, #C_PRE_SIZE]
add pCRow1, pCRow0, LDC
ld1w z24.s, p1/z, [pCRow0]
fmla z24.s, p1/m, z16.s, alphaZ
st1w z24.s, p1, [pCRow0]
prfm PLDL2KEEP, [pCRow1, #C_PRE_SIZE]
add pCRow2, pCRow1, LDC
ld1w z25.s, p1/z, [pCRow1]
fmla z25.s, p1/m, z17.s, alphaZ
st1w z25.s, p1, [pCRow1]
prfm PLDL2KEEP, [pCRow2, #C_PRE_SIZE]
add pCRow1, pCRow2, LDC
ld1w z26.s, p1/z, [pCRow2]
fmla z26.s, p1/m, z18.s, alphaZ
st1w z26.s, p1, [pCRow2]
prfm PLDL2KEEP, [pCRow1, #C_PRE_SIZE]
ld1w z27.s, p1/z, [pCRow1]
fmla z27.s, p1/m, z19.s, alphaZ
st1w z27.s, p1, [pCRow1]
add pCRow0, pCRow0, lanes, lsl #2 // pC = pC + lanes * 4
.endm
/******************************************************************************/
.macro INITv1x2
dup z16.s, #0
dup z17.s, #0
.endm
.macro KERNELv1x2_SUB
ld1w z0.s, p1/z, [pA]
add pA, pA, lanes, lsl #2 // pA = pA + lanes * 4
ld1rw z8.s, p0/z, [pB]
ld1rw z9.s, p0/z, [pB, 4]
add pB, pB, 8
fmla z16.s, p1/m, z0.s, z8.s
prfm PLDL1KEEP, [pA, #A_PRE_SIZE]
fmla z17.s, p1/m, z0.s, z9.s
.endm
.macro SAVEv1x2
prfm PLDL2KEEP, [pCRow0, #C_PRE_SIZE]
add pCRow1, pCRow0, LDC
ld1w z24.s, p1/z, [pCRow0]
fmla z24.s, p1/m, z16.s, alphaZ
st1w z24.s, p1, [pCRow0]
prfm PLDL2KEEP, [pCRow1, #C_PRE_SIZE]
ld1w z25.s, p1/z, [pCRow1]
fmla z25.s, p1/m, z17.s, alphaZ
st1w z25.s, p1, [pCRow1]
add pCRow0, pCRow0, lanes, lsl #2 // pC = pC + lanes * 4
.endm
/******************************************************************************/
.macro INITv1x1
dup z16.s, #0
.endm
.macro KERNELv1x1_SUB
ld1w z0.s, p1/z, [pA]
add pA, pA, lanes, lsl #2 // pA = pA + lanes * 8
ld1rw z8.s, p0/z, [pB]
add pB, pB, 4
fmla z16.s, p1/m, z0.s, z8.s
prfm PLDL1KEEP, [pA, #A_PRE_SIZE]
.endm
.macro SAVEv1x1
prfm PLDL2KEEP, [pCRow0, #C_PRE_SIZE]
ld1w z24.s, p1/z, [pCRow0]
fmla z24.s, p1/m, z16.s, alphaZ
st1w z24.s, p1, [pCRow0]
add pCRow0, pCRow0, lanes, lsl #2 // pC = pC + lanes * 4
.endm
/*******************************************************************************
* End of macro definitions
*******************************************************************************/
PROLOGUE
.align 5
add sp, sp, #-(11 * 16)
stp d8, d9, [sp, #(0 * 16)]
stp d10, d11, [sp, #(1 * 16)]
stp d12, d13, [sp, #(2 * 16)]
stp d14, d15, [sp, #(3 * 16)]
stp d16, d17, [sp, #(4 * 16)]
stp x18, x19, [sp, #(5 * 16)]
stp x20, x21, [sp, #(6 * 16)]
stp x22, x23, [sp, #(7 * 16)]
stp x24, x25, [sp, #(8 * 16)]
stp x26, x27, [sp, #(9 * 16)]
str x28, [sp, #(10 * 16)]
prfm PLDL1KEEP, [origPB]
prfm PLDL1KEEP, [origPA]
fmov alpha, s0
dup alphaZ, alpha
lsl LDC, LDC, #2 // ldc = ldc * 4
ptrue p0.s // create true predicate
mov pB, origPB
// Loop over N
mov counterJ, origN
asr counterJ, counterJ, #3 // J = J / 8
cmp counterJ, #0
ble .Ldgemm_kernel_L4_BEGIN
/******************************************************************************/
/* Repeat this as long as there are 8 left in N */
.align 5
.Ldgemm_kernel_L8_BEGIN:
mov pCRow0, pC
add pC, pC, LDC, lsl #3 // add 8 x LDC
mov pA, origPA // pA = start of A array
.Ldgemm_kernel_L8_Mv1_BEGIN:
/* Loop over M is done in an SVE fashion. This has the benefit of the last M%SVE_LEN iterations being done in a single sweep */
mov counterI, #0
whilelt p1.s, counterI, origM
cntp lanes, p0, p1.s // lanes contain number of active SVE lanes in M dimension
.align 5
.Ldgemm_kernel_L8_Mv1_20:
mov pB, origPB
INITv1x8 // fill with zeros
asr counterL , origK, #3 // L = K / 8
cmp counterL , #2 // is there at least 4 to do?
blt .Ldgemm_kernel_L8_Mv1_32
KERNELv1x8_I
KERNELv1x8_M2
KERNELv1x8_M1
KERNELv1x8_M2
KERNELv1x8_M1
KERNELv1x8_M2
KERNELv1x8_M1
KERNELv1x8_M2
subs counterL, counterL, #2 // subtract 2
ble .Ldgemm_kernel_L8_Mv1_22a
.align 5
.Ldgemm_kernel_L8_Mv1_22:
KERNELv1x8_M1
KERNELv1x8_M2
KERNELv1x8_M1
KERNELv1x8_M2
KERNELv1x8_M1
KERNELv1x8_M2
KERNELv1x8_M1
KERNELv1x8_M2
subs counterL, counterL, #1
bgt .Ldgemm_kernel_L8_Mv1_22
.align 5
.Ldgemm_kernel_L8_Mv1_22a:
KERNELv1x8_M1
KERNELv1x8_M2
KERNELv1x8_M1
KERNELv1x8_M2
KERNELv1x8_M1
KERNELv1x8_M2
KERNELv1x8_M1
KERNELv1x8_E
b .Ldgemm_kernel_L8_Mv1_44
.align 5
.Ldgemm_kernel_L8_Mv1_32:
tst counterL, #1
ble .Ldgemm_kernel_L8_Mv1_40
KERNELv1x8_I
KERNELv1x8_M2
KERNELv1x8_M1
KERNELv1x8_M2
KERNELv1x8_M1
KERNELv1x8_M2
KERNELv1x8_M1
KERNELv1x8_E
b .Ldgemm_kernel_L8_Mv1_44
.Ldgemm_kernel_L8_Mv1_40:
INITv1x8
.Ldgemm_kernel_L8_Mv1_44:
ands counterL , origK, #7
ble .Ldgemm_kernel_L8_Mv1_100
.align 5
.Ldgemm_kernel_L8_Mv1_46:
KERNELv1x8_SUB
subs counterL, counterL, #1
bne .Ldgemm_kernel_L8_Mv1_46
.Ldgemm_kernel_L8_Mv1_100:
prfm PLDL1KEEP, [pA]
prfm PLDL1KEEP, [pA, #64]
prfm PLDL1KEEP, [origPB]
SAVEv1x8
.Ldgemm_kernel_L8_Mv1_END:
incw counterI
whilelt p1.s, counterI, origM //SVE instruction
cntp lanes, p0, p1.s // lanes contain number of active SVE lanes in M dimension
b.any .Ldgemm_kernel_L8_Mv1_20
.Ldgemm_kernel_L8_END:
lsl temp, origK, #5
add origPB, origPB, temp // B = B + K * 8 * 4
subs counterJ, counterJ , #1 // j--
bgt .Ldgemm_kernel_L8_BEGIN
/******************************************************************************/
/* Repeat the same thing if 4 left in N */
.align 5
.Ldgemm_kernel_L4_BEGIN:
mov counterJ , origN
tst counterJ , #4
ble .Ldgemm_kernel_L2_BEGIN
mov pCRow0, pC
add pC, pC, LDC, lsl #2 // add 4 x LDC
mov pA, origPA // pA = start of A array
.Ldgemm_kernel_L4_Mv1_BEGIN:
mov counterI, #0
whilelt p1.s, counterI, origM //SVE instruction
cntp lanes, p0, p1.s
.align 5
.Ldgemm_kernel_L4_Mv1_20:
mov pB, origPB
INITv1x4 // fill with zeros
asr counterL , origK, #3 // L = K / 8
cmp counterL , #0 // is there at least 4 to do?
ble .Ldgemm_kernel_L4_Mv1_44
.align 5
.Ldgemm_kernel_L4_Mv1_22:
prfm PLDL1KEEP, [pB, #B_PRE_SIZE]
KERNELv1x4_SUB
KERNELv1x4_SUB
prfm PLDL1KEEP, [pB, #B_PRE_SIZE]
KERNELv1x4_SUB
KERNELv1x4_SUB
prfm PLDL1KEEP, [pB, #B_PRE_SIZE]
KERNELv1x4_SUB
KERNELv1x4_SUB
prfm PLDL1KEEP, [pB, #B_PRE_SIZE]
KERNELv1x4_SUB
KERNELv1x4_SUB
subs counterL, counterL, #1
bgt .Ldgemm_kernel_L4_Mv1_22
.Ldgemm_kernel_L4_Mv1_44:
ands counterL , origK, #7
ble .Ldgemm_kernel_L4_Mv1_100
.align 5
.Ldgemm_kernel_L4_Mv1_46:
prfm PLDL1KEEP, [pB, #B_PRE_SIZE]
KERNELv1x4_SUB
subs counterL, counterL, #1
bne .Ldgemm_kernel_L4_Mv1_46
.Ldgemm_kernel_L4_Mv1_100:
prfm PLDL1KEEP, [pA]
prfm PLDL1KEEP, [pA, #64]
prfm PLDL1KEEP, [origPB]
SAVEv1x4
.Ldgemm_kernel_L4_Mv1_END:
incw counterI
whilelt p1.s, counterI, origM //SVE instruction
cntp lanes, p0, p1.s
b.any .Ldgemm_kernel_L4_Mv1_20
.Ldgemm_kernel_L4_END:
lsl temp, origK, #4
add origPB, origPB, temp // B = B + K * 4 * 4
/******************************************************************************/
/* Repeat the same thing if 2 left in N */
.align 5
.Ldgemm_kernel_L2_BEGIN:
mov counterJ , origN
tst counterJ , #2
ble .Ldgemm_kernel_L1_BEGIN
mov pCRow0, pC
add pC, pC, LDC, lsl #1 // add 2 x LDC
mov pA, origPA // pA = start of A array
.Ldgemm_kernel_L2_Mv1_BEGIN:
mov counterI, #0
whilelt p1.s, counterI, origM //SVE instruction
cntp lanes, p0, p1.s
.align 5
.Ldgemm_kernel_L2_Mv1_20:
mov pB, origPB
INITv1x2 // fill with zeros
asr counterL , origK, #3 // L = K / 8
cmp counterL , #0 // is there at least 4 to do?
ble .Ldgemm_kernel_L2_Mv1_44
.align 5
.Ldgemm_kernel_L2_Mv1_22:
prfm PLDL1KEEP, [pB, #B_PRE_SIZE]
KERNELv1x2_SUB
KERNELv1x2_SUB
KERNELv1x2_SUB
KERNELv1x2_SUB
prfm PLDL1KEEP, [pB, #B_PRE_SIZE]
KERNELv1x2_SUB
KERNELv1x2_SUB
KERNELv1x2_SUB
KERNELv1x2_SUB
subs counterL, counterL, #1
bgt .Ldgemm_kernel_L2_Mv1_22
.Ldgemm_kernel_L2_Mv1_44:
ands counterL , origK, #7
ble .Ldgemm_kernel_L2_Mv1_100
.align 5
.Ldgemm_kernel_L2_Mv1_46:
prfm PLDL1KEEP, [pB, #B_PRE_SIZE]
KERNELv1x2_SUB
subs counterL, counterL, #1
bne .Ldgemm_kernel_L2_Mv1_46
.Ldgemm_kernel_L2_Mv1_100:
prfm PLDL1KEEP, [pA]
prfm PLDL1KEEP, [pA, #64]
prfm PLDL1KEEP, [origPB]
SAVEv1x2
.Ldgemm_kernel_L2_Mv1_END:
incw counterI
whilelt p1.s, counterI, origM //SVE instruction
cntp lanes, p0, p1.s
b.any .Ldgemm_kernel_L2_Mv1_20
.Ldgemm_kernel_L2_END:
add origPB, origPB, origK, lsl #3 // B = B + K * 2 * 4
/******************************************************************************/
/* Repeat the same thing if 1 left in N */
.align 5
.Ldgemm_kernel_L1_BEGIN:
mov counterJ , origN
tst counterJ , #1
ble .Ldgemm_kernel_L999 // done
mov pCRow0, pC
add pC, pC, LDC // add 1 x LDC
mov pA, origPA // pA = start of A array
.Ldgemm_kernel_L1_Mv1_BEGIN:
mov counterI, #0
whilelt p1.s, counterI, origM //SVE instruction
cntp lanes, p0, p1.s
.align 5
.Ldgemm_kernel_L1_Mv1_20:
mov pB, origPB
INITv1x1 // fill with zeros
asr counterL , origK, #3 // L = K / 8
cmp counterL , #0 // is there at least 8 to do?
ble .Ldgemm_kernel_L1_Mv1_44
.align 5
.Ldgemm_kernel_L1_Mv1_22:
prfm PLDL1KEEP, [pB, #B_PRE_SIZE]
KERNELv1x1_SUB
KERNELv1x1_SUB
KERNELv1x1_SUB
KERNELv1x1_SUB
KERNELv1x1_SUB
KERNELv1x1_SUB
KERNELv1x1_SUB
KERNELv1x1_SUB
subs counterL, counterL, #1
bgt .Ldgemm_kernel_L1_Mv1_22
.Ldgemm_kernel_L1_Mv1_44:
ands counterL , origK, #7
ble .Ldgemm_kernel_L1_Mv1_100
.align 5
.Ldgemm_kernel_L1_Mv1_46:
prfm PLDL1KEEP, [pB, #B_PRE_SIZE]
KERNELv1x1_SUB
subs counterL, counterL, #1
bgt .Ldgemm_kernel_L1_Mv1_46
.Ldgemm_kernel_L1_Mv1_100:
prfm PLDL1KEEP, [pA]
prfm PLDL1KEEP, [pA, #64]
prfm PLDL1KEEP, [origPB]
SAVEv1x1
.Ldgemm_kernel_L1_Mv1_END:
incw counterI
whilelt p1.s, counterI, origM //SVE instruction
cntp lanes, p0, p1.s
b.any .Ldgemm_kernel_L1_Mv1_20
.Ldgemm_kernel_L1_END:
/******************************************************************************/
.Ldgemm_kernel_L999:
mov x0, #0 // set return value
ldp d8, d9, [sp, #(0 * 16)]
ldp d10, d11, [sp, #(1 * 16)]
ldp d12, d13, [sp, #(2 * 16)]
ldp d14, d15, [sp, #(3 * 16)]
ldp d16, d17, [sp, #(4 * 16)]
ldp x18, x19, [sp, #(5 * 16)]
ldp x20, x21, [sp, #(6 * 16)]
ldp x22, x23, [sp, #(7 * 16)]
ldp x24, x25, [sp, #(8 * 16)]
ldp x26, x27, [sp, #(9 * 16)]
ldr x28, [sp, #(10 * 16)]
add sp, sp, #(11*16)
ret
EPILOGUE

1683
kernel/arm64/sgemm_kernel_sve_v2x8.S Normal file
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78
kernel/arm64/sgemm_ncopy_sve_v1.c Normal file
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@ -0,0 +1,78 @@
/*********************************************************************/
/* 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 <arm_sve.h>
// TODO: write in assembly with proper unrolling of inner loop
int CNAME(BLASLONG m, BLASLONG n, IFLOAT *a, BLASLONG lda, IFLOAT *b){
BLASLONG j;
IFLOAT *aoffset, *aoffset1, *boffset;
svint32_t lda_vec = svindex_s32(0LL, lda);
uint32_t sve_size = svcntw();
aoffset = a;
boffset = b;
j = 0;
svbool_t pg = svwhilelt_b32(j, n);
uint32_t active = svcntp_b32(svptrue_b32(), pg);
do {
aoffset1 = aoffset;
uint32_t i_cnt = m;
while (i_cnt--) {
svfloat32_t a_vec = svld1_gather_index(pg, (float *) aoffset1, lda_vec);
svst1_f32(pg, (float *) boffset, a_vec);
aoffset1++;
boffset += active;
}
aoffset += sve_size * lda;
j += svcntw();
pg = svwhilelt_b32(j, n);
active = svcntp_b32(svptrue_b32(), pg);
} while (svptest_any(svptrue_b32(), pg));
return 0;
}

77
kernel/arm64/sgemm_tcopy_sve_v1.c Normal file
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@ -0,0 +1,77 @@
/*********************************************************************/
/* 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 <arm_sve.h>
// TODO: write in assembly with proper unrolling of inner loop
int CNAME(BLASLONG m, BLASLONG n, IFLOAT *a, BLASLONG lda, IFLOAT *b){
BLASLONG j;
IFLOAT *aoffset, *aoffset1, *boffset;
uint32_t sve_size = svcntw();
aoffset = a;
boffset = b;
j = 0;
svbool_t pg = svwhilelt_b32(j, n);
uint32_t active = svcntp_b32(svptrue_b32(), pg);
do {
aoffset1 = aoffset;
uint32_t i_cnt = m;
while (i_cnt--) {
svfloat32_t a_vec = svld1(pg, (float *) aoffset1);
svst1_f32(pg, (float *) boffset, a_vec);
aoffset1 += lda;
boffset += active;
}
aoffset += sve_size;
j += svcntw();
pg = svwhilelt_b32(j, n);
active = svcntp_b32(svptrue_b32(), pg);
} while (svptest_any(svptrue_b32(), pg));
return 0;
}

1008
kernel/arm64/strmm_kernel_sve_v1x8.S Normal file
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50
kernel/arm64/symm_lcopy_sve.c
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@ -44,6 +44,7 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
BLASLONG i, offset;
#if defined(DOUBLE)
uint64_t sve_size = svcntd();
svint64_t posY_vec = svdup_s64(posY);
svint64_t posX_vec = svdup_s64(posX);
@ -89,5 +90,54 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
active = svcntp_b64(svptrue_b64(), pg);
} while (svptest_any(svptrue_b64(), pg));
#else
uint32_t sve_size = svcntw();
svint32_t posY_vec = svdup_s32(posY);
svint32_t posX_vec = svdup_s32(posX);
svint32_t lda_vec = svdup_s32(lda);
svint32_t one_vec = svdup_s32(1);
int32_t N = n;
int32_t j = 0;
svbool_t pg = svwhilelt_b32(j, N);
int32_t active = svcntp_b32(svptrue_b32(), pg);
svint32_t index_neg = svindex_s32(0, -1);
svint32_t index = svindex_s32(0, 1);
do {
offset = posX - posY;
svint32_t vec_off = svdup_s32(offset);
svbool_t cmp = svcmpgt(pg, vec_off, index_neg);
svint32_t temp = svadd_z(pg, posX_vec, index);
svint32_t temp1 = svmla_z(pg, temp, posY_vec, lda_vec);
svint32_t temp2 = svmla_z(pg, posY_vec, temp, lda);
svint32_t gat_ind = svsel(cmp, temp1, temp2);
i = m;
while (i>0) {
svfloat32_t data_vec = svld1_gather_index(pg, a, gat_ind);
gat_ind = svadd_m(cmp, gat_ind, lda_vec);
gat_ind = svadd_m(svnot_z(pg, cmp) , gat_ind, one_vec);
svst1(pg, b, data_vec);
b += active;
offset --;
vec_off = svsub_z(pg, vec_off, one_vec);
cmp = svcmpgt(pg, vec_off, index_neg);
i--;
}
posX += sve_size;
posX_vec = svdup_s32(posX);
j += sve_size;
pg = svwhilelt_b32(j, N);
active = svcntp_b32(svptrue_b32(), pg);
} while (svptest_any(svptrue_b32(), pg));
#endif
return 0;
}

50
kernel/arm64/symm_ucopy_sve.c
View File

@ -44,6 +44,7 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
BLASLONG i, offset;
#if defined(DOUBLE)
uint64_t sve_size = svcntd();
svint64_t posY_vec = svdup_s64(posY);
svint64_t posX_vec = svdup_s64(posX);
@ -89,5 +90,54 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
active = svcntp_b64(svptrue_b64(), pg);
} while (svptest_any(svptrue_b64(), pg));
#else
uint32_t sve_size = svcntw();
svint32_t posY_vec = svdup_s32(posY);
svint32_t posX_vec = svdup_s32(posX);
svint32_t lda_vec = svdup_s32(lda);
svint32_t one_vec = svdup_s32(1);
int32_t N = n;
int32_t j = 0;
svbool_t pg = svwhilelt_b32(j, N);
int32_t active = svcntp_b32(svptrue_b32(), pg);
svint32_t index_neg = svindex_s32(0, -1);
svint32_t index = svindex_s32(0, 1);
do {
offset = posX - posY;
svint32_t vec_off = svdup_s32(offset);
svbool_t cmp = svcmpgt(pg, vec_off, index_neg);
svint32_t temp = svadd_z(pg, posX_vec, index);
svint32_t temp1 = svmla_z(pg, temp, posY_vec, lda_vec);
svint32_t temp2 = svmla_z(pg, posY_vec, temp, lda);
svint32_t gat_ind = svsel(cmp, temp2, temp1);
i = m;
while (i>0) {
svfloat32_t data_vec = svld1_gather_index(pg, a, gat_ind);
gat_ind = svadd_m(cmp, gat_ind, one_vec);
gat_ind = svadd_m(svnot_z(pg, cmp) , gat_ind, lda_vec);
svst1(pg, b, data_vec);
b += active;
offset --;
vec_off = svsub_z(pg, vec_off, one_vec);
cmp = svcmpgt(pg, vec_off, index_neg);
i--;
}
posX += sve_size;
posX_vec = svdup_s32(posX);
j += sve_size;
pg = svwhilelt_b32(j, N);
active = svcntp_b32(svptrue_b32(), pg);
} while (svptest_any(svptrue_b32(), pg));
#endif
return 0;
}

21
kernel/arm64/trmm_lncopy_sve_v1.c
View File

@ -48,12 +48,17 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
BLASLONG i, js;
BLASLONG X;
svint64_t index = svindex_s64(0LL, lda);
FLOAT *ao;
js = 0;
FLOAT *ao;
#ifdef DOUBLE
svint64_t index = svindex_s64(0LL, lda);
svbool_t pn = svwhilelt_b64(js, n);
int n_active = svcntp_b64(svptrue_b64(), pn);
#else
svint32_t index = svindex_s32(0, lda);
svbool_t pn = svwhilelt_b32(js, n);
int n_active = svcntp_b32(svptrue_b32(), pn);
#endif
do
{
X = posX;
@ -68,7 +73,11 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
do
{
if (X > posY) {
#ifdef DOUBLE
svfloat64_t aj_vec = svld1_gather_index(pn, ao, index);
#else
svfloat32_t aj_vec = svld1_gather_index(pn, ao, index);
#endif
svst1(pn, b, aj_vec);
ao ++;
b += n_active;
@ -113,9 +122,15 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
posY += n_active;
js += n_active;
#ifdef DOUBLE
pn = svwhilelt_b64(js, n);
n_active = svcntp_b64(svptrue_b64(), pn);
} while (svptest_any(svptrue_b64(), pn));
#else
pn = svwhilelt_b32(js, n);
n_active = svcntp_b32(svptrue_b32(), pn);
} while (svptest_any(svptrue_b32(), pn));
#endif
return 0;
}

15
kernel/arm64/trmm_ltcopy_sve_v1.c
View File

@ -50,8 +50,13 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
FLOAT *ao;
js = 0;
#ifdef DOUBLE
svbool_t pn = svwhilelt_b64(js, n);
int n_active = svcntp_b64(svptrue_b64(), pn);
#else
svbool_t pn = svwhilelt_b32(js, n);
int n_active = svcntp_b32(svptrue_b32(), pn);
#endif
do
{
X = posX;
@ -72,7 +77,11 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
i ++;
} else
if (X < posY) {
#ifdef DOUBLE
svfloat64_t aj_vec = svld1(pn, ao);
#else
svfloat32_t aj_vec = svld1(pn, ao);
#endif
svst1(pn, b, aj_vec);
ao += lda;
b += n_active;
@ -112,9 +121,15 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
posY += n_active;
js += n_active;
#ifdef DOUBLE
pn = svwhilelt_b64(js, n);
n_active = svcntp_b64(svptrue_b64(), pn);
} while (svptest_any(svptrue_b64(), pn));
#else
pn = svwhilelt_b32(js, n);
n_active = svcntp_b32(svptrue_b32(), pn);
} while (svptest_any(svptrue_b32(), pn));
#endif
return 0;

21
kernel/arm64/trmm_uncopy_sve_v1.c
View File

@ -48,12 +48,17 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
BLASLONG i, js;
BLASLONG X;
svint64_t index = svindex_s64(0LL, lda);
FLOAT *ao;
js = 0;
FLOAT *ao;
#ifdef DOUBLE
svint64_t index = svindex_s64(0LL, lda);
svbool_t pn = svwhilelt_b64(js, n);
int n_active = svcntp_b64(svptrue_b64(), pn);
#else
svint32_t index = svindex_s32(0, lda);
svbool_t pn = svwhilelt_b32(js, n);
int n_active = svcntp_b32(svptrue_b32(), pn);
#endif
do
{
X = posX;
@ -68,7 +73,11 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
do
{
if (X < posY) {
#ifdef DOUBLE
svfloat64_t aj_vec = svld1_gather_index(pn, ao, index);
#else
svfloat32_t aj_vec = svld1_gather_index(pn, ao, index);
#endif
svst1(pn, b, aj_vec);
ao ++;
b += n_active;
@ -113,9 +122,15 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
posY += n_active;
js += n_active;
#ifdef DOUBLE
pn = svwhilelt_b64(js, n);
n_active = svcntp_b64(svptrue_b64(), pn);
} while (svptest_any(svptrue_b64(), pn));
#else
pn = svwhilelt_b32(js, n);
n_active = svcntp_b32(svptrue_b32(), pn);
} while (svptest_any(svptrue_b32(), pn));
#endif
return 0;
}

15
kernel/arm64/trmm_utcopy_sve_v1.c
View File

@ -50,8 +50,13 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
FLOAT *ao;
js = 0;
#ifdef DOUBLE
svbool_t pn = svwhilelt_b64(js, n);
int n_active = svcntp_b64(svptrue_b64(), pn);
#else
svbool_t pn = svwhilelt_b32(js, n);
int n_active = svcntp_b32(svptrue_b32(), pn);
#endif
do
{
X = posX;
@ -72,7 +77,11 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
i ++;
} else
if (X > posY) {
#ifdef DOUBLE
svfloat64_t aj_vec = svld1(pn, ao);
#else
svfloat32_t aj_vec = svld1(pn, ao);
#endif
svst1(pn, b, aj_vec);
ao += lda;
b += n_active;
@ -111,9 +120,15 @@ int CNAME(BLASLONG m, BLASLONG n, FLOAT *a, BLASLONG lda, BLASLONG posX, BLASLON
posY += n_active;
js += n_active;
#ifdef DOUBLE
pn = svwhilelt_b64(js, n);
n_active = svcntp_b64(svptrue_b64(), pn);
} while (svptest_any(svptrue_b64(), pn));
#else
pn = svwhilelt_b32(js, n);
n_active = svcntp_b32(svptrue_b32(), pn);
} while (svptest_any(svptrue_b32(), pn));
#endif
return 0;
}

12
param.h
View File

@ -3309,14 +3309,22 @@ is a big desktop or server with abundant cache rather than a phone or embedded d
#elif defined(ARMV8SVE) || defined(A64FX)
#define SGEMM_DEFAULT_UNROLL_M 16
#define SGEMM_DEFAULT_UNROLL_N 4
/* When all BLAS3 routines are implemeted with SVE, SGEMM_DEFAULT_UNROLL_M should be "sve_vl".
Until then, just keep it different than DGEMM_DEFAULT_UNROLL_N to keep copy routines in both directions seperated. */
#define SGEMM_DEFAULT_UNROLL_M 4
#define SGEMM_DEFAULT_UNROLL_N 8
/* SGEMM_UNROLL_MN is calculated as max(SGEMM_UNROLL_M, SGEMM_UNROLL_N)
* Since we don't define SGEMM_UNROLL_M correctly we have to manually set this macro.
* If SVE size is ever more than 1024, this should be increased also. */
#define SGEMM_DEFAULT_UNROLL_MN 32
/* When all BLAS3 routines are implemeted with SVE, DGEMM_DEFAULT_UNROLL_M should be "sve_vl".
Until then, just keep it different than DGEMM_DEFAULT_UNROLL_N to keep copy routines in both directions seperated. */
#define DGEMM_DEFAULT_UNROLL_M 2
#define DGEMM_DEFAULT_UNROLL_N 8
#define DGEMM_DEFAULT_UNROLL_MN 32
#define CGEMM_DEFAULT_UNROLL_M 8
#define CGEMM_DEFAULT_UNROLL_N 4