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Add vectorized packing for FP16 and BF16 for RISC-V. Reactivate vector packing for FP64 transposed #5465

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Merged
merged 1 commit into from
Sep 30, 2025
+844 −0
Merged

Add vectorized packing for FP16 and BF16 for RISC-V. Reactivate vector packing for FP64 transposed #5465

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18 changes: 18 additions & 0 deletions kernel/riscv64/KERNEL.RISCV64_ZVL128B
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Original file line number Diff line number Diff line change
Expand Up @@ -120,13 +120,21 @@ endif

DGEMMKERNEL = dgemm_kernel_$(DGEMM_UNROLL_M)x$(DGEMM_UNROLL_N)_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
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
else
DGEMMITCOPY = ../generic/gemm_tcopy_$(DGEMM_UNROLL_M).c
endif
DGEMMINCOPYOBJ = dgemm_incopy$(TSUFFIX).$(SUFFIX)
DGEMMITCOPYOBJ = dgemm_itcopy$(TSUFFIX).$(SUFFIX)
endif
Expand Down Expand Up @@ -258,8 +266,13 @@ endif

ifeq ($(BUILD_HFLOAT16), 1)
SHGEMMKERNEL = shgemm_kernel_$(SHGEMM_UNROLL_M)x$(SHGEMM_UNROLL_N)_zvl128b.c
ifneq ($(filter $(SHGEMM_UNROLL_N),8 16),)
SHGEMMONCOPY = gemm_ncopy_$(SHGEMM_UNROLL_N)fp_rvv.c
SHGEMMOTCOPY = gemm_tcopy_$(SHGEMM_UNROLL_N)fp_rvv.c
else
SHGEMMONCOPY = ../generic/gemm_ncopy_$(SHGEMM_UNROLL_N).c
SHGEMMOTCOPY = ../generic/gemm_tcopy_$(SHGEMM_UNROLL_N).c
endif
SHGEMMONCOPYOBJ = shgemm_oncopy$(TSUFFIX).$(SUFFIX)
SHGEMMOTCOPYOBJ = shgemm_otcopy$(TSUFFIX).$(SUFFIX)
ifndef SHGEMM_BETA
Expand All @@ -269,8 +282,13 @@ endif

ifeq ($(BUILD_BFLOAT16), 1)
SBGEMMKERNEL = sbgemm_kernel_$(SBGEMM_UNROLL_M)x$(SBGEMM_UNROLL_N)_zvl128b.c
ifneq ($(filter $(SBGEMM_UNROLL_N),8 16),)
SBGEMMONCOPY = gemm_ncopy_$(SBGEMM_UNROLL_N)fp_rvv.c
SBGEMMOTCOPY = gemm_tcopy_$(SBGEMM_UNROLL_N)fp_rvv.c
else
SBGEMMONCOPY = ../generic/gemm_ncopy_$(SBGEMM_UNROLL_N).c
SBGEMMOTCOPY = ../generic/gemm_tcopy_$(SBGEMM_UNROLL_N).c
endif
SBGEMMONCOPYOBJ = sbgemm_oncopy$(TSUFFIX).$(SUFFIX)
SBGEMMOTCOPYOBJ = sbgemm_otcopy$(TSUFFIX).$(SUFFIX)
ifndef SBGEMM_BETA
Expand Down
28 changes: 28 additions & 0 deletions kernel/riscv64/KERNEL.RISCV64_ZVL256B
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Original file line number Diff line number Diff line change
Expand Up @@ -119,12 +119,20 @@ endif

DGEMMKERNEL = dgemm_kernel_$(DGEMM_UNROLL_M)x$(DGEMM_UNROLL_N)_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
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
else
DGEMMITCOPY = ../generic/gemm_tcopy_$(DGEMM_UNROLL_M).c
endif
DGEMMINCOPYOBJ = dgemm_incopy$(TSUFFIX).$(SUFFIX)
DGEMMITCOPYOBJ = dgemm_itcopy$(TSUFFIX).$(SUFFIX)
endif
Expand Down Expand Up @@ -226,13 +234,23 @@ SOMATCOPY_CT = omatcopy_ct_rvv.c
ifeq ($(BUILD_HFLOAT16), 1)
SHGEMMKERNEL = shgemm_kernel_$(SHGEMM_UNROLL_M)x$(SHGEMM_UNROLL_N)_zvl256b.c
ifneq ($(SHGEMM_UNROLL_M), $(SHGEMM_UNROLL_N))
ifneq ($(filter $(SHGEMM_UNROLL_M),8 16),)
SHGEMMINCOPY = gemm_ncopy_$(SHGEMM_UNROLL_M)fp_rvv.c
SHGEMMITCOPY = gemm_tcopy_$(SHGEMM_UNROLL_M)fp_rvv.c
else
SHGEMMINCOPY = ../generic/gemm_ncopy_$(SHGEMM_UNROLL_M).c
SHGEMMITCOPY = ../generic/gemm_tcopy_$(SHGEMM_UNROLL_M).c
endif
SHGEMMINCOPYOBJ = shgemm_incopy$(TSUFFIX).$(SUFFIX)
SHGEMMITCOPYOBJ = shgemm_itcopy$(TSUFFIX).$(SUFFIX)
endif
ifneq ($(filter $(SHGEMM_UNROLL_N),8 16),)
SHGEMMONCOPY = gemm_ncopy_$(SHGEMM_UNROLL_N)fp_rvv.c
SHGEMMOTCOPY = gemm_tcopy_$(SHGEMM_UNROLL_N)fp_rvv.c
else
SHGEMMONCOPY = ../generic/gemm_ncopy_$(SHGEMM_UNROLL_N).c
SHGEMMOTCOPY = ../generic/gemm_tcopy_$(SHGEMM_UNROLL_N).c
endif
SHGEMMONCOPYOBJ = shgemm_oncopy$(TSUFFIX).$(SUFFIX)
SHGEMMOTCOPYOBJ = shgemm_otcopy$(TSUFFIX).$(SUFFIX)
ifndef SHGEMM_BETA
Expand All @@ -243,13 +261,23 @@ endif
ifeq ($(BUILD_BFLOAT16), 1)
SBGEMMKERNEL = sbgemm_kernel_$(SBGEMM_UNROLL_M)x$(SBGEMM_UNROLL_N)_zvl256b.c
ifneq ($(SBGEMM_UNROLL_M), $(SBGEMM_UNROLL_N))
ifneq ($(filter $(SBGEMM_UNROLL_M),8 16),)
SBGEMMINCOPY = gemm_ncopy_$(SBGEMM_UNROLL_M)fp_rvv.c
SBGEMMITCOPY = gemm_tcopy_$(SBGEMM_UNROLL_M)fp_rvv.c
else
SBGEMMINCOPY = ../generic/gemm_ncopy_$(SBGEMM_UNROLL_M).c
SBGEMMITCOPY = ../generic/gemm_tcopy_$(SBGEMM_UNROLL_M).c
endif
SBGEMMINCOPYOBJ = sbgemm_incopy$(TSUFFIX).$(SUFFIX)
SBGEMMITCOPYOBJ = sbgemm_itcopy$(TSUFFIX).$(SUFFIX)
endif
ifneq ($(filter $(SBGEMM_UNROLL_N),8 16),)
SBGEMMONCOPY = gemm_ncopy_$(SBGEMM_UNROLL_N)fp_rvv.c
SBGEMMOTCOPY = gemm_tcopy_$(SBGEMM_UNROLL_N)fp_rvv.c
else
SBGEMMONCOPY = ../generic/gemm_ncopy_$(SBGEMM_UNROLL_N).c
SBGEMMOTCOPY = ../generic/gemm_tcopy_$(SBGEMM_UNROLL_N).c
endif
SBGEMMONCOPYOBJ = sbgemm_oncopy$(TSUFFIX).$(SUFFIX)
SBGEMMOTCOPYOBJ = sbgemm_otcopy$(TSUFFIX).$(SUFFIX)
ifndef SBGEMM_BETA
Expand Down
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