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Improve SGEMM, DGEMM, CGEMM and ZGEMM kernels for RISC-V ZVL128B and ZVL256B #1

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Improve SGEMM, DGEMM, CGEMM and ZGEMM kernels for RISC-V ZVL128B and ZVL256B #1

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744eda8
Add new SGEMM/DGEMM kernels for RISC-V ZVL128B/ZVL256B architectures
Dec 3, 2025
65108ac
Add improved CGEMM and ZGEMM kernels for the RISC-V ZVL128B and ZVL25…
Dec 3, 2025
320e2d9
Replace original RISC-V ZVL kernels with new kernels
Dec 3, 2025
dbdfea8
Allow TRMM unroll sizes to be set independently from the GEMM unroll …
Dec 3, 2025
38d528c
Change DGEMM tiling size from 8x8 to 4x8 for the RISC-V ZVL256B archi…
Dec 3, 2025
9b30a9a
Make new RISC-V kernels work with DYNAMIC_ARCH enabled
Dec 5, 2025
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2 changes: 1 addition & 1 deletion cmake/prebuild.cmake
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Original file line number Diff line number Diff line change
Expand Up @@ -1475,7 +1475,7 @@ endif ()
"#define L2_ASSOCIATIVE 4\n")
set(SGEMM_UNROLL_M 16)
set(SGEMM_UNROLL_N 8)
set(DGEMM_UNROLL_M 8)
set(DGEMM_UNROLL_M 4)
set(DGEMM_UNROLL_N 8)
set(CGEMM_UNROLL_M 8)
set(CGEMM_UNROLL_N 8)
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48 changes: 48 additions & 0 deletions getarch_2nd.c
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Original file line number Diff line number Diff line change
Expand Up @@ -103,7 +103,55 @@ int main(int argc, char **argv) {
printf("XGEMM3M_UNROLL_N=%d\n", QGEMM_DEFAULT_UNROLL_N);
#endif

#ifdef ARCH_RISCV64
#ifdef STRMM_DEFAULT_UNROLL_M
printf("STRMM_UNROLL_M=%d\n", STRMM_DEFAULT_UNROLL_M);
#else
printf("STRMM_UNROLL_M=%d\n", SGEMM_DEFAULT_UNROLL_M);
#endif

#ifdef STRMM_DEFAULT_UNROLL_N
printf("STRMM_UNROLL_N=%d\n", STRMM_DEFAULT_UNROLL_N);
#else
printf("STRMM_UNROLL_N=%d\n", SGEMM_DEFAULT_UNROLL_N);
#endif

#ifdef DTRMM_DEFAULT_UNROLL_M
printf("DTRMM_UNROLL_M=%d\n", DTRMM_DEFAULT_UNROLL_M);
#else
printf("DTRMM_UNROLL_M=%d\n", DGEMM_DEFAULT_UNROLL_M);
#endif

#ifdef DTRMM_DEFAULT_UNROLL_N
printf("DTRMM_UNROLL_N=%d\n", DTRMM_DEFAULT_UNROLL_N);
#else
printf("DTRMM_UNROLL_N=%d\n", DGEMM_DEFAULT_UNROLL_N);
#endif

#ifdef CTRMM_DEFAULT_UNROLL_M
printf("CTRMM_UNROLL_M=%d\n", CTRMM_DEFAULT_UNROLL_M);
#else
printf("CTRMM_UNROLL_M=%d\n", CGEMM_DEFAULT_UNROLL_M);
#endif

#ifdef CTRMM_DEFAULT_UNROLL_N
printf("CTRMM_UNROLL_N=%d\n", CTRMM_DEFAULT_UNROLL_N);
#else
printf("CTRMM_UNROLL_N=%d\n", CGEMM_DEFAULT_UNROLL_N);
#endif

#ifdef ZTRMM_DEFAULT_UNROLL_M
printf("ZTRMM_UNROLL_M=%d\n", ZTRMM_DEFAULT_UNROLL_M);
#else
printf("ZTRMM_UNROLL_M=%d\n", ZGEMM_DEFAULT_UNROLL_M);
#endif

#ifdef ZTRMM_DEFAULT_UNROLL_N
printf("ZTRMM_UNROLL_N=%d\n", ZTRMM_DEFAULT_UNROLL_N);
#else
printf("ZTRMM_UNROLL_N=%d\n", ZGEMM_DEFAULT_UNROLL_N);
#endif
#endif /* ARCH_RISCV64 */
}


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70 changes: 35 additions & 35 deletions kernel/riscv64/KERNEL.RISCV64_ZVL128B
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Original file line number Diff line number Diff line change
Expand Up @@ -95,10 +95,10 @@ DGEMVTKERNEL = gemv_t_rvv.c
CGEMVTKERNEL = zgemv_t_rvv.c
ZGEMVTKERNEL = zgemv_t_rvv.c

SGEMMKERNEL = sgemm_kernel_$(SGEMM_UNROLL_M)x$(SGEMM_UNROLL_N)_zvl128b.c
SGEMMKERNEL = sgemm_kernel_zvl128b.c
ifneq ($(filter $(SGEMM_UNROLL_N),4 8 16),)
SGEMMONCOPY = gemm_ncopy_$(SGEMM_UNROLL_N)_rvv.c
SGEMMOTCOPY = gemm_tcopy_$(SGEMM_UNROLL_N)_rvv.c
SGEMMOTCOPY = gemm_tcopy_$(SGEMM_UNROLL_N)_rvv_max.c
else
SGEMMONCOPY = ../generic/gemm_ncopy_$(SGEMM_UNROLL_N).c
SGEMMOTCOPY = ../generic/gemm_tcopy_$(SGEMM_UNROLL_N).c
Expand All @@ -109,7 +109,7 @@ SGEMMOTCOPYOBJ = sgemm_otcopy$(TSUFFIX).$(SUFFIX)
ifneq ($(SGEMM_UNROLL_M), $(SGEMM_UNROLL_N))
ifneq ($(filter $(SGEMM_UNROLL_M),4 8 16),)
SGEMMINCOPY = gemm_ncopy_$(SGEMM_UNROLL_M)_rvv.c
SGEMMITCOPY = gemm_tcopy_$(SGEMM_UNROLL_M)_rvv.c
SGEMMITCOPY = gemm_tcopy_$(SGEMM_UNROLL_M)_rvv_max.c
else
SGEMMINCOPY = ../generic/gemm_ncopy_$(SGEMM_UNROLL_M).c
SGEMMITCOPY = ../generic/gemm_tcopy_$(SGEMM_UNROLL_M).c
Expand All @@ -118,10 +118,10 @@ SGEMMINCOPYOBJ = sgemm_incopy$(TSUFFIX).$(SUFFIX)
SGEMMITCOPYOBJ = sgemm_itcopy$(TSUFFIX).$(SUFFIX)
endif

DGEMMKERNEL = dgemm_kernel_$(DGEMM_UNROLL_M)x$(DGEMM_UNROLL_N)_zvl128b.c
DGEMMKERNEL = dgemm_kernel_zvl128b.c
DGEMMONCOPY = ../generic/gemm_ncopy_$(DGEMM_UNROLL_N).c
ifneq ($(filter $(DGEMM_UNROLL_N),4 8 16),)
DGEMMOTCOPY = gemm_tcopy_$(DGEMM_UNROLL_N)_rvv.c
DGEMMOTCOPY = gemm_tcopy_$(DGEMM_UNROLL_N)_rvv_max.c
else
DGEMMOTCOPY = ../generic/gemm_tcopy_$(DGEMM_UNROLL_N).c
endif
Expand All @@ -131,63 +131,63 @@ DGEMMOTCOPYOBJ = dgemm_otcopy$(TSUFFIX).$(SUFFIX)
ifneq ($(DGEMM_UNROLL_M), $(DGEMM_UNROLL_N))
DGEMMINCOPY = ../generic/gemm_ncopy_$(DGEMM_UNROLL_M).c
ifneq ($(filter $(DGEMM_UNROLL_M),4 8 16),)
DGEMMITCOPY = gemm_tcopy_$(DGEMM_UNROLL_M)_rvv.c
DGEMMITCOPY = gemm_tcopy_$(DGEMM_UNROLL_M)_rvv_max.c
else
DGEMMITCOPY = ../generic/gemm_tcopy_$(DGEMM_UNROLL_M).c
endif
DGEMMINCOPYOBJ = dgemm_incopy$(TSUFFIX).$(SUFFIX)
DGEMMITCOPYOBJ = dgemm_itcopy$(TSUFFIX).$(SUFFIX)
endif

CGEMMKERNEL = cgemm_kernel_$(CGEMM_UNROLL_M)x$(CGEMM_UNROLL_N)_zvl128b.c
CGEMMKERNEL = cgemm_kernel_zvl128b.c
CGEMMONCOPY = ../generic/zgemm_ncopy_$(CGEMM_UNROLL_N).c
CGEMMOTCOPY = ../generic/zgemm_tcopy_$(CGEMM_UNROLL_N).c
CGEMMOTCOPY = zgemm_tcopy_$(CGEMM_UNROLL_N)_rvv_max.c
CGEMMONCOPYOBJ = cgemm_oncopy$(TSUFFIX).$(SUFFIX)
CGEMMOTCOPYOBJ = cgemm_otcopy$(TSUFFIX).$(SUFFIX)

ifneq ($(CGEMM_UNROLL_M), $(CGEMM_UNROLL_N))
CGEMMINCOPY = ../generic/zgemm_ncopy_$(CGEMM_UNROLL_M).c
CGEMMITCOPY = ../generic/zgemm_tcopy_$(CGEMM_UNROLL_M).c
CGEMMITCOPY = zgemm_tcopy_$(CGEMM_UNROLL_M)_rvv_max.c
CGEMMINCOPYOBJ = cgemm_incopy$(TSUFFIX).$(SUFFIX)
CGEMMITCOPYOBJ = cgemm_itcopy$(TSUFFIX).$(SUFFIX)
endif

ZGEMMKERNEL = zgemm_kernel_$(ZGEMM_UNROLL_M)x$(ZGEMM_UNROLL_N)_zvl128b.c
ZGEMMKERNEL = zgemm_kernel_zvl128b.c
ZGEMMONCOPY = ../generic/zgemm_ncopy_$(ZGEMM_UNROLL_N).c
ZGEMMOTCOPY = ../generic/zgemm_tcopy_$(ZGEMM_UNROLL_N).c
ZGEMMOTCOPY = zgemm_tcopy_$(ZGEMM_UNROLL_N)_rvv_max.c
ZGEMMONCOPYOBJ = zgemm_oncopy$(TSUFFIX).$(SUFFIX)
ZGEMMOTCOPYOBJ = zgemm_otcopy$(TSUFFIX).$(SUFFIX)

ifneq ($(ZGEMM_UNROLL_M), $(ZGEMM_UNROLL_N))
ZGEMMINCOPY = ../generic/zgemm_ncopy_$(ZGEMM_UNROLL_M).c
ZGEMMITCOPY = ../generic/zgemm_tcopy_$(ZGEMM_UNROLL_M).c
ZGEMMITCOPY = zgemm_tcopy_$(ZGEMM_UNROLL_M)_rvv_max.c
ZGEMMINCOPYOBJ = zgemm_incopy$(TSUFFIX).$(SUFFIX)
ZGEMMITCOPYOBJ = zgemm_itcopy$(TSUFFIX).$(SUFFIX)
endif

STRMMKERNEL = strmm_kernel_$(SGEMM_UNROLL_M)x$(SGEMM_UNROLL_N)_zvl128b.c
STRMMUNCOPY_M = ../generic/trmm_uncopy_$(SGEMM_UNROLL_M).c
STRMMLNCOPY_M = ../generic/trmm_lncopy_$(SGEMM_UNROLL_M).c
STRMMUTCOPY_M = ../generic/trmm_utcopy_$(SGEMM_UNROLL_M).c
STRMMLTCOPY_M = ../generic/trmm_ltcopy_$(SGEMM_UNROLL_M).c

DTRMMKERNEL = dtrmm_kernel_$(DGEMM_UNROLL_M)x$(DGEMM_UNROLL_N)_zvl128b.c
DTRMMUNCOPY_M = ../generic/trmm_uncopy_$(DGEMM_UNROLL_M).c
DTRMMLNCOPY_M = ../generic/trmm_lncopy_$(DGEMM_UNROLL_M).c
DTRMMUTCOPY_M = ../generic/trmm_utcopy_$(DGEMM_UNROLL_M).c
DTRMMLTCOPY_M = ../generic/trmm_ltcopy_$(DGEMM_UNROLL_M).c

CTRMMKERNEL = ctrmm_kernel_$(CGEMM_UNROLL_M)x$(CGEMM_UNROLL_N)_zvl128b.c
CTRMMUNCOPY_M = ../generic/ztrmm_uncopy_$(CGEMM_UNROLL_M).c
CTRMMLNCOPY_M = ../generic/ztrmm_lncopy_$(CGEMM_UNROLL_M).c
CTRMMUTCOPY_M = ../generic/ztrmm_utcopy_$(CGEMM_UNROLL_M).c
CTRMMLTCOPY_M = ../generic/ztrmm_ltcopy_$(CGEMM_UNROLL_M).c

ZTRMMKERNEL = ztrmm_kernel_$(ZGEMM_UNROLL_M)x$(ZGEMM_UNROLL_N)_zvl128b.c
ZTRMMUNCOPY_M = ../generic/ztrmm_uncopy_$(ZGEMM_UNROLL_M).c
ZTRMMLNCOPY_M = ../generic/ztrmm_lncopy_$(ZGEMM_UNROLL_M).c
ZTRMMUTCOPY_M = ../generic/ztrmm_utcopy_$(ZGEMM_UNROLL_M).c
ZTRMMLTCOPY_M = ../generic/ztrmm_ltcopy_$(ZGEMM_UNROLL_M).c
STRMMKERNEL = strmm_kernel_$(STRMM_UNROLL_M)x$(STRMM_UNROLL_N)_zvl128b.c
STRMMUNCOPY_M = ../generic/trmm_uncopy_$(STRMM_UNROLL_M).c
STRMMLNCOPY_M = ../generic/trmm_lncopy_$(STRMM_UNROLL_M).c
STRMMUTCOPY_M = ../generic/trmm_utcopy_$(STRMM_UNROLL_M).c
STRMMLTCOPY_M = ../generic/trmm_ltcopy_$(STRMM_UNROLL_M).c

DTRMMKERNEL = dtrmm_kernel_$(DTRMM_UNROLL_M)x$(DTRMM_UNROLL_N)_zvl128b.c
DTRMMUNCOPY_M = ../generic/trmm_uncopy_$(DTRMM_UNROLL_M).c
DTRMMLNCOPY_M = ../generic/trmm_lncopy_$(DTRMM_UNROLL_M).c
DTRMMUTCOPY_M = ../generic/trmm_utcopy_$(DTRMM_UNROLL_M).c
DTRMMLTCOPY_M = ../generic/trmm_ltcopy_$(DTRMM_UNROLL_M).c

CTRMMKERNEL = ctrmm_kernel_$(CTRMM_UNROLL_M)x$(CTRMM_UNROLL_N)_zvl128b.c
CTRMMUNCOPY_M = ../generic/ztrmm_uncopy_$(CTRMM_UNROLL_M).c
CTRMMLNCOPY_M = ../generic/ztrmm_lncopy_$(CTRMM_UNROLL_M).c
CTRMMUTCOPY_M = ../generic/ztrmm_utcopy_$(CTRMM_UNROLL_M).c
CTRMMLTCOPY_M = ../generic/ztrmm_ltcopy_$(CTRMM_UNROLL_M).c

ZTRMMKERNEL = ztrmm_kernel_$(ZTRMM_UNROLL_M)x$(ZTRMM_UNROLL_N)_zvl128b.c
ZTRMMUNCOPY_M = ../generic/ztrmm_uncopy_$(ZTRMM_UNROLL_M).c
ZTRMMLNCOPY_M = ../generic/ztrmm_lncopy_$(ZTRMM_UNROLL_M).c
ZTRMMUTCOPY_M = ../generic/ztrmm_utcopy_$(ZTRMM_UNROLL_M).c
ZTRMMLTCOPY_M = ../generic/ztrmm_ltcopy_$(ZTRMM_UNROLL_M).c

STRSMKERNEL_LN = ../generic/trsm_kernel_LN.c
STRSMKERNEL_LT = ../generic/trsm_kernel_LT.c
Expand Down
33 changes: 17 additions & 16 deletions kernel/riscv64/KERNEL.RISCV64_ZVL256B
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Original file line number Diff line number Diff line change
Expand Up @@ -90,15 +90,15 @@ DGEMVTKERNEL = gemv_t_vector.c
CGEMVTKERNEL = zgemv_t_vector.c
ZGEMVTKERNEL = zgemv_t_vector.c

STRMMKERNEL = strmm_kernel_$(SGEMM_UNROLL_M)x$(SGEMM_UNROLL_N)_zvl256b.c
DTRMMKERNEL = dtrmm_kernel_$(DGEMM_UNROLL_M)x$(DGEMM_UNROLL_N)_zvl256b.c
CTRMMKERNEL = ctrmm_kernel_$(CGEMM_UNROLL_M)x$(CGEMM_UNROLL_N)_zvl256b.c
ZTRMMKERNEL = ztrmm_kernel_$(ZGEMM_UNROLL_M)x$(ZGEMM_UNROLL_N)_zvl256b.c
STRMMKERNEL = strmm_kernel_$(STRMM_UNROLL_M)x$(STRMM_UNROLL_N)_zvl256b.c
DTRMMKERNEL = dtrmm_kernel_$(DTRMM_UNROLL_M)x$(DTRMM_UNROLL_N)_zvl256b.c
CTRMMKERNEL = ctrmm_kernel_$(CTRMM_UNROLL_M)x$(CTRMM_UNROLL_N)_zvl256b.c
ZTRMMKERNEL = ztrmm_kernel_$(ZTRMM_UNROLL_M)x$(ZTRMM_UNROLL_N)_zvl256b.c

SGEMMKERNEL = sgemm_kernel_$(SGEMM_UNROLL_M)x$(SGEMM_UNROLL_N)_zvl256b.c
SGEMMKERNEL = sgemm_kernel_zvl256b.c
ifneq ($(filter $(SGEMM_UNROLL_N),4 8 16),)
SGEMMONCOPY = gemm_ncopy_$(SGEMM_UNROLL_N)_rvv.c
SGEMMOTCOPY = gemm_tcopy_$(SGEMM_UNROLL_N)_rvv.c
SGEMMOTCOPY = gemm_tcopy_$(SGEMM_UNROLL_N)_rvv_max.c
else
SGEMMONCOPY = ../generic/gemm_ncopy_$(SGEMM_UNROLL_N).c
SGEMMOTCOPY = ../generic/gemm_tcopy_$(SGEMM_UNROLL_N).c
Expand All @@ -108,7 +108,7 @@ SGEMMOTCOPYOBJ = sgemm_otcopy$(TSUFFIX).$(SUFFIX)
ifneq ($(SGEMM_UNROLL_M), $(SGEMM_UNROLL_N))
ifneq ($(filter $(SGEMM_UNROLL_M),4 8 16),)
SGEMMINCOPY = gemm_ncopy_$(SGEMM_UNROLL_M)_rvv.c
SGEMMITCOPY = gemm_tcopy_$(SGEMM_UNROLL_M)_rvv.c
SGEMMITCOPY = gemm_tcopy_$(SGEMM_UNROLL_M)_rvv_max.c
else
SGEMMINCOPY = ../generic/gemm_ncopy_$(SGEMM_UNROLL_M).c
SGEMMITCOPY = ../generic/gemm_tcopy_$(SGEMM_UNROLL_M).c
Expand All @@ -117,48 +117,49 @@ SGEMMINCOPYOBJ = sgemm_incopy$(TSUFFIX).$(SUFFIX)
SGEMMITCOPYOBJ = sgemm_itcopy$(TSUFFIX).$(SUFFIX)
endif

DGEMMKERNEL = dgemm_kernel_$(DGEMM_UNROLL_M)x$(DGEMM_UNROLL_N)_zvl256b.c
DGEMMKERNEL = dgemm_kernel_zvl256b.c
DGEMMONCOPY = ../generic/gemm_ncopy_$(DGEMM_UNROLL_N).c
ifneq ($(filter $(DGEMM_UNROLL_N),4 8 16),)
DGEMMOTCOPY = gemm_tcopy_$(DGEMM_UNROLL_N)_rvv.c
DGEMMOTCOPY = gemm_tcopy_$(DGEMM_UNROLL_N)_rvv_max.c
else
DGEMMOTCOPY = ../generic/gemm_tcopy_$(DGEMM_UNROLL_N).c
endif

DGEMMONCOPYOBJ = dgemm_oncopy$(TSUFFIX).$(SUFFIX)
DGEMMOTCOPYOBJ = dgemm_otcopy$(TSUFFIX).$(SUFFIX)
ifneq ($(DGEMM_UNROLL_M), $(DGEMM_UNROLL_N))
DGEMMINCOPY = ../generic/gemm_ncopy_$(DGEMM_UNROLL_M).c
ifneq ($(filter $(DGEMM_UNROLL_M),4 8 16),)
DGEMMITCOPY = gemm_tcopy_$(DGEMM_UNROLL_M)_rvv.c
DGEMMITCOPY = gemm_tcopy_$(DGEMM_UNROLL_M)_rvv_max.c
else
DGEMMITCOPY = ../generic/gemm_tcopy_$(DGEMM_UNROLL_M).c
endif
DGEMMINCOPYOBJ = dgemm_incopy$(TSUFFIX).$(SUFFIX)
DGEMMITCOPYOBJ = dgemm_itcopy$(TSUFFIX).$(SUFFIX)
endif

CGEMMKERNEL = cgemm_kernel_$(CGEMM_UNROLL_M)x$(CGEMM_UNROLL_N)_zvl256b.c
CGEMMKERNEL = cgemm_kernel_zvl256b.c
CGEMMONCOPY = ../generic/zgemm_ncopy_$(CGEMM_UNROLL_N).c
CGEMMOTCOPY = ../generic/zgemm_tcopy_$(CGEMM_UNROLL_N).c
CGEMMOTCOPY = zgemm_tcopy_$(CGEMM_UNROLL_N)_rvv_max.c
CGEMMONCOPYOBJ = cgemm_oncopy$(TSUFFIX).$(SUFFIX)
CGEMMOTCOPYOBJ = cgemm_otcopy$(TSUFFIX).$(SUFFIX)

ifneq ($(CGEMM_UNROLL_M), $(CGEMM_UNROLL_N))
CGEMMINCOPY = ../generic/zgemm_ncopy_$(CGEMM_UNROLL_M).c
CGEMMITCOPY = ../generic/zgemm_tcopy_$(CGEMM_UNROLL_M).c
CGEMMITCOPY = zgemm_tcopy_$(CGEMM_UNROLL_M)_rvv_max.c
CGEMMINCOPYOBJ = cgemm_incopy$(TSUFFIX).$(SUFFIX)
CGEMMITCOPYOBJ = cgemm_itcopy$(TSUFFIX).$(SUFFIX)
endif

ZGEMMKERNEL = zgemm_kernel_$(ZGEMM_UNROLL_M)x$(ZGEMM_UNROLL_N)_zvl256b.c
ZGEMMKERNEL = zgemm_kernel_zvl256b.c
ZGEMMONCOPY = ../generic/zgemm_ncopy_$(ZGEMM_UNROLL_N).c
ZGEMMOTCOPY = ../generic/zgemm_tcopy_$(ZGEMM_UNROLL_N).c
ZGEMMOTCOPY = zgemm_tcopy_$(ZGEMM_UNROLL_N)_rvv_max.c
ZGEMMONCOPYOBJ = zgemm_oncopy$(TSUFFIX).$(SUFFIX)
ZGEMMOTCOPYOBJ = zgemm_otcopy$(TSUFFIX).$(SUFFIX)

ifneq ($(ZGEMM_UNROLL_M), $(ZGEMM_UNROLL_N))
ZGEMMINCOPY = ../generic/zgemm_ncopy_$(ZGEMM_UNROLL_M).c
ZGEMMITCOPY = ../generic/zgemm_tcopy_$(ZGEMM_UNROLL_M).c
ZGEMMITCOPY = zgemm_tcopy_$(ZGEMM_UNROLL_M)_rvv_max.c
ZGEMMINCOPYOBJ = zgemm_incopy$(TSUFFIX).$(SUFFIX)
ZGEMMITCOPYOBJ = zgemm_itcopy$(TSUFFIX).$(SUFFIX)
endif
Expand Down
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