OSchip
/
OpenBLAS
Not watched
1
0
Fork 0
Code
Releases 66 Wiki evaluate Activity
Issues 0 Pull Requests 0 Datasets Model Cloudbrain HPC
Browse Source

Merge branch 'develop' of https://github.com/openmathlib/openblas into develop

tags/v0.3.27
Chip-Kerchner 1 year ago
parent
ccc7bfa1f3 577d480c62
commit
edb7ab5ccf
31 changed files with 12191 additions and 69 deletions
Unified View
Diff Options
Show Stats Download Patch File Download Diff File
  1. +1
    -0
      .github/workflows/dynamic_arch.yml
  2. +58
    -1
      CMakeLists.txt
  3. +10
    -2
      Makefile.system
  4. +40
    -1
      ctest/CMakeLists.txt
  5. +39
    -2
      ctest/Makefile
  6. +3942
    -0
      ctest/c_cblat3c_3m.c
  7. +3951
    -0
      ctest/c_zblat3c_3m.c
  8. +12
    -0
      kernel/loongarch64/KERNEL.LOONGSON2K1000
  9. +323
    -0
      kernel/loongarch64/cgemv_n_4_lsx.S
  10. +17
    -17
      kernel/loongarch64/cgemv_n_8_lasx.S
  11. +290
    -0
      kernel/loongarch64/cgemv_t_4_lsx.S
  12. +229
    -0
      kernel/loongarch64/dgemv_n_lsx.S
  13. +279
    -0
      kernel/loongarch64/dgemv_t_lsx.S
  14. +3
    -0
      kernel/loongarch64/loongarch64_asm.S
  15. +227
    -0
      kernel/loongarch64/sgemv_n_lsx.S
  16. +275
    -0
      kernel/loongarch64/sgemv_t_lsx.S
  17. +296
    -0
      kernel/loongarch64/zgemv_n_2_lsx.S
  18. +9
    -9
      kernel/loongarch64/zgemv_n_4_lasx.S
  19. +268
    -0
      kernel/loongarch64/zgemv_t_2_lsx.S
  20. +4
    -17
      kernel/power/KERNEL.POWER10
  21. +1115
    -0
      kernel/power/cgemm_kernel_power10.c
  22. +736
    -0
      kernel/power/zgemm_kernel_power10.c
  23. +4
    -4
      kernel/zarch/KERNEL.Z13
  24. +16
    -1
      test/CMakeLists.txt
  25. +27
    -0
      test/Makefile
  26. +2
    -2
      utest/test_extensions/test_cgemv_t.c
  27. +3
    -3
      utest/test_extensions/test_csbmv.c
  28. +5
    -3
      utest/test_extensions/test_idamin.c
  29. +5
    -3
      utest/test_extensions/test_isamin.c
  30. +2
    -2
      utest/test_extensions/test_zgemv_t.c
  31. +3
    -2
      utest/test_extensions/test_zsbmv.c

+ 1
- 0
.github/workflows/dynamic_arch.yml View File

@@ -42,6 +42,7 @@ jobs:
- name: Install Dependencies - name: Install Dependencies
run: | run: |
if [ "$RUNNER_OS" == "Linux" ]; then if [ "$RUNNER_OS" == "Linux" ]; then
sudo apt-get update
sudo apt-get install -y gfortran cmake ccache libtinfo5 sudo apt-get install -y gfortran cmake ccache libtinfo5
elif [ "$RUNNER_OS" == "macOS" ]; then elif [ "$RUNNER_OS" == "macOS" ]; then
# It looks like "gfortran" isn't working correctly unless "gcc" is re-installed. # It looks like "gfortran" isn't working correctly unless "gcc" is re-installed.


+ 58
- 1
CMakeLists.txt View File

@@ -24,6 +24,8 @@ option(BUILD_LAPACK_DEPRECATED "When building LAPACK, include also some older, d


option(BUILD_TESTING "Build LAPACK testsuite when building LAPACK" ON) option(BUILD_TESTING "Build LAPACK testsuite when building LAPACK" ON)


option(BUILD_BENCHMARKS "Build the collection of BLAS/LAPACK benchmarks" OFF)

option(C_LAPACK "Build LAPACK from C sources instead of the original Fortran" OFF) option(C_LAPACK "Build LAPACK from C sources instead of the original Fortran" OFF)


option(BUILD_WITHOUT_CBLAS "Do not build the C interface (CBLAS) to the BLAS functions" OFF) option(BUILD_WITHOUT_CBLAS "Do not build the C interface (CBLAS) to the BLAS functions" OFF)
@@ -328,7 +330,7 @@ if (NOT NOFORTRAN)
# Build test and ctest # Build test and ctest
add_subdirectory(test) add_subdirectory(test)
endif() endif()
if (BUILD_TESTING)
if (BUILD_TESTING AND NOT BUILD_WITHOUT_LAPACK)
add_subdirectory(lapack-netlib/TESTING) add_subdirectory(lapack-netlib/TESTING)
endif() endif()
endif() endif()
@@ -458,6 +460,61 @@ if (BUILD_SHARED_LIBS AND NOT ${SYMBOLPREFIX}${SYMBOLSUFFIX} STREQUAL "")
endif() endif()
endif() endif()


if (BUILD_BENCHMARKS)
#find_package(OpenMP REQUIRED)
file(GLOB SOURCES "benchmark/*.c")
if (NOT USE_OPENMP)
file(GLOB REMFILE "benchmark/smallscaling.c")
list(REMOVE_ITEM SOURCES ${REMFILE})
endif()
if (BUILD_WITHOUT_LAPACK)
file(GLOB REMFILE "benchmark/cholesky.c")
list(REMOVE_ITEM SOURCES ${REMFILE})
file(GLOB REMFILE "benchmark/geev.c")
list(REMOVE_ITEM SOURCES ${REMFILE})
file(GLOB REMFILE "benchmark/gesv.c")
list(REMOVE_ITEM SOURCES ${REMFILE})
file(GLOB REMFILE "benchmark/getri.c")
list(REMOVE_ITEM SOURCES ${REMFILE})
file(GLOB REMFILE "benchmark/potrf.c")
list(REMOVE_ITEM SOURCES ${REMFILE})
file(GLOB REMFILE "benchmark/spmv.c")
list(REMOVE_ITEM SOURCES ${REMFILE})
file(GLOB REMFILE "benchmark/symv.c")
list(REMOVE_ITEM SOURCES ${REMFILE})
file(GLOB REMFILE "benchmark/linpack.c")
list(REMOVE_ITEM SOURCES ${REMFILE})
endif()
if (NOT USE_GEMM3M)
file(GLOB REMFILE "benchmark/gemm3m.c")
list(REMOVE_ITEM SOURCES ${REMFILE})
endif()
foreach(source ${SOURCES})
get_filename_component(name ${source} NAME_WE)
if ((NOT ${name} STREQUAL "zdot-intel") AND (NOT ${name} STREQUAL "cula_wrapper"))
set(defines DEFAULT COMPLEX DOUBLE "COMPLEX\;DOUBLE")
foreach(define ${defines})
set(target_name "benchmark_${name}")
if (NOT "${define}" STREQUAL "DEFAULT")
string(JOIN "_" define_str ${define})
set(target_name "${target_name}_${define_str}")
endif()
if ((NOT ${target_name} STREQUAL "benchmark_imax_COMPLEX") AND (NOT ${target_name} STREQUAL "benchmark_imax_COMPLEX_DOUBLE") AND
(NOT ${target_name} STREQUAL "benchmark_imin_COMPLEX") AND (NOT ${target_name} STREQUAL "benchmark_imin_COMPLEX_DOUBLE") AND
(NOT ${target_name} STREQUAL "benchmark_max_COMPLEX") AND (NOT ${target_name} STREQUAL "benchmark_max_COMPLEX_DOUBLE") AND
(NOT ${target_name} STREQUAL "benchmark_min_COMPLEX") AND (NOT ${target_name} STREQUAL "benchmark_min_COMPLEX_DOUBLE"))
add_executable(${target_name} ${source})
target_include_directories(${target_name} PRIVATE ${CMAKE_CURRENT_SOURCE_DIR} ${CMAKE_CURRENT_BINARY_DIR})
target_link_libraries(${target_name} ${OpenBLAS_LIBNAME} )
# target_link_libraries(${target_name} ${OpenBLAS_LIBNAME} OpenMP::OpenMP_C)
if (NOT "${define}" STREQUAL "DEFAULT")
target_compile_definitions(${target_name} PRIVATE ${define})
endif()
endif()
endforeach()
endif()
endforeach()
endif()




# Install project # Install project


+ 10
- 2
Makefile.system View File

@@ -1520,10 +1520,18 @@ ifndef LIBNAMEPREFIX
LIBNAMEPREFIX = LIBNAMEPREFIX =
endif endif


SYMPREFIX=$(SYMBOLPREFIX)
ifeq ($(SYMBOLPREFIX),$(LIBNAMEPREFIX))
SYMPREFIX=
endif
SYMSUFFIX=$(SYMBOLSUFFIX)
ifeq ($(SYMBOLSUFFIX),$(LIBNAMESUFFIX))
SYMSUFFIX=
endif
ifndef LIBNAMESUFFIX ifndef LIBNAMESUFFIX
LIBNAMEBASE = $(SYMBOLPREFIX)$(LIBSONAMEBASE)$(SYMBOLSUFFIX)
LIBNAMEBASE = $(SYMPREFIX)$(LIBSONAMEBASE)$(SYMSUFFIX)
else else
LIBNAMEBASE = $(SYMBOLPREFIX)$(LIBSONAMEBASE)$(SYMBOLSUFFIX)$(LIBNAMESUFFIX)
LIBNAMEBASE = $(SYMPREFIX)$(LIBSONAMEBASE)$(SYMSUFFIX)$(LIBNAMESUFFIX)
endif endif


ifeq ($(OSNAME), CYGWIN_NT) ifeq ($(OSNAME), CYGWIN_NT)


+ 40
- 1
ctest/CMakeLists.txt View File

@@ -88,6 +88,17 @@ if (NOT NOFORTRAN)
auxiliary.c auxiliary.c
c_xerbla.c c_xerbla.c
constant.c) constant.c)
if (USE_GEMM3M)
if ((${float_char} STREQUAL "c") OR (${float_char} STREQUAL "z"))
add_executable(x${float_char}cblat3_3m
c_${float_char}blat3_3m.f
c_${float_char}blas3_3m.c
c_${float_char}3chke_3m.c
auxiliary.c
c_xerbla.c
constant.c)
endif()
endif()
else() else()
add_executable(x${float_char}cblat3 add_executable(x${float_char}cblat3
c_${float_char}blat3c.c c_${float_char}blat3c.c
@@ -96,6 +107,17 @@ else()
auxiliary.c auxiliary.c
c_xerbla.c c_xerbla.c
constant.c) constant.c)
if (USE_GEMM3M)
if ((${float_char} STREQUAL "c") OR (${float_char} STREQUAL "z"))
add_executable(x${float_char}cblat3_3m
c_${float_char}blat3c_3m.c
c_${float_char}blas3_3m.c
c_${float_char}3chke_3m.c
auxiliary.c
c_xerbla.c
constant.c)
endif()
endif()
endif() endif()
target_link_libraries(x${float_char}cblat3 ${OpenBLAS_LIBNAME}) target_link_libraries(x${float_char}cblat3 ${OpenBLAS_LIBNAME})
if (USE_OPENMP AND (${CMAKE_Fortran_COMPILER_ID} STREQUAL GNU) AND (${CMAKE_C_COMPILER_ID} STREQUAL Clang)) if (USE_OPENMP AND (${CMAKE_Fortran_COMPILER_ID} STREQUAL GNU) AND (${CMAKE_C_COMPILER_ID} STREQUAL Clang))
@@ -105,7 +127,24 @@ endif()
if(${CMAKE_SYSTEM_NAME} MATCHES "Linux" OR ${CMAKE_SYSTEM_NAME} MATCHES "FreeBSD" OR ${CMAKE_SYSTEM_NAME} MATCHES "QNX") if(${CMAKE_SYSTEM_NAME} MATCHES "Linux" OR ${CMAKE_SYSTEM_NAME} MATCHES "FreeBSD" OR ${CMAKE_SYSTEM_NAME} MATCHES "QNX")
target_link_libraries(x${float_char}cblat3 m) target_link_libraries(x${float_char}cblat3 m)
endif() endif()
if (USE_GEMM3M)
if ((${float_char} STREQUAL "c") OR (${float_char} STREQUAL "z"))
target_link_libraries(x${float_char}cblat3_3m ${OpenBLAS_LIBNAME})
if (USE_OPENMP AND (${CMAKE_Fortran_COMPILER_ID} STREQUAL GNU) AND (${CMAKE_C_COMPILER_ID} STREQUAL Clang))
string(REGEX REPLACE "-fopenmp" "" CMAKE_Fortran_FLAGS "${CMAKE_Fortran_FLAGS}")
target_link_libraries(x${float_char}cblat3 omp pthread)
endif()
if(${CMAKE_SYSTEM_NAME} MATCHES "Linux" OR ${CMAKE_SYSTEM_NAME} MATCHES "FreeBSD" OR ${CMAKE_SYSTEM_NAME} MATCHES "QNX")
target_link_libraries(x${float_char}cblat3_3m m)
endif()
endif()
endif()
add_test(NAME "x${float_char}cblat3" add_test(NAME "x${float_char}cblat3"
COMMAND ${test_helper} $<TARGET_FILE:x${float_char}cblat3> "${PROJECT_SOURCE_DIR}/ctest/${float_char}in3") COMMAND ${test_helper} $<TARGET_FILE:x${float_char}cblat3> "${PROJECT_SOURCE_DIR}/ctest/${float_char}in3")

if (USE_GEMM3M)
if ((${float_char} STREQUAL "c") OR (${float_char} STREQUAL "z"))
add_test(NAME "x${float_char}cblat3_3m"
COMMAND ${test_helper} $<TARGET_FILE:x${float_char}cblat3_3m> "${PROJECT_SOURCE_DIR}/ctest/${float_char}in3_3m")
endif()
endif()
endforeach() endforeach()

+ 39
- 2
ctest/Makefile View File

@@ -5,6 +5,24 @@
TOPDIR = .. TOPDIR = ..
include $(TOPDIR)/Makefile.system include $(TOPDIR)/Makefile.system


SUPPORT_GEMM3M = 0

ifeq ($(ARCH), x86)
SUPPORT_GEMM3M = 1
endif

ifeq ($(ARCH), x86_64)
SUPPORT_GEMM3M = 1
endif

ifeq ($(ARCH), ia64)
SUPPORT_GEMM3M = 1
endif

ifeq ($(ARCH), MIPS)
SUPPORT_GEMM3M = 1
endif

override CFLAGS += -DADD$(BU) -DCBLAS override CFLAGS += -DADD$(BU) -DCBLAS
ifeq ($(F_COMPILER),GFORTRAN) ifeq ($(F_COMPILER),GFORTRAN)
override FFLAGS += -fno-tree-vectorize override FFLAGS += -fno-tree-vectorize
@@ -144,9 +162,15 @@ all3targets += xdcblat3
endif endif
ifeq ($(BUILD_COMPLEX),1) ifeq ($(BUILD_COMPLEX),1)
all3targets += xccblat3 all3targets += xccblat3
ifeq ($(SUPPORT_GEMM3M),1)
all3targets += xccblat3_3m
endif
endif endif
ifeq ($(BUILD_COMPLEX16),1) ifeq ($(BUILD_COMPLEX16),1)
all3targets += xzcblat3 all3targets += xzcblat3
ifeq ($(SUPPORT_GEMM3M),1)
all3targets += xzcblat3_3m
endif
endif endif


all3: $(all3targets) all3: $(all3targets)
@@ -181,9 +205,9 @@ endif
endif endif
endif endif


all3_3m: xzcblat3_3m xccblat3_3m
ifeq ($(SUPPORT_GEMM3M),1)
ifeq ($(USE_OPENMP), 1) ifeq ($(USE_OPENMP), 1)
ifeq ($(BUILD_SINGLE),1)
ifeq ($(BUILD_COMPLEX),1)
OMP_NUM_THREADS=2 ./xccblat3_3m < cin3_3m OMP_NUM_THREADS=2 ./xccblat3_3m < cin3_3m
endif endif
ifeq ($(BUILD_COMPLEX16),1) ifeq ($(BUILD_COMPLEX16),1)
@@ -197,6 +221,7 @@ ifeq ($(BUILD_COMPLEX16),1)
OPENBLAS_NUM_THREADS=2 ./xzcblat3_3m < zin3_3m OPENBLAS_NUM_THREADS=2 ./xzcblat3_3m < zin3_3m
endif endif
endif endif
endif






@@ -271,8 +296,10 @@ xccblat2: $(ctestl2o) c_cblat2.o $(TOPDIR)/$(LIBNAME)
$(FC) $(FLDFLAGS) -o xccblat2 c_cblat2.o $(ctestl2o) $(LIB) $(EXTRALIB) $(CEXTRALIB) $(FC) $(FLDFLAGS) -o xccblat2 c_cblat2.o $(ctestl2o) $(LIB) $(EXTRALIB) $(CEXTRALIB)
xccblat3: $(ctestl3o) c_cblat3.o $(TOPDIR)/$(LIBNAME) xccblat3: $(ctestl3o) c_cblat3.o $(TOPDIR)/$(LIBNAME)
$(FC) $(FLDFLAGS) -o xccblat3 c_cblat3.o $(ctestl3o) $(LIB) $(EXTRALIB) $(CEXTRALIB) $(FC) $(FLDFLAGS) -o xccblat3 c_cblat3.o $(ctestl3o) $(LIB) $(EXTRALIB) $(CEXTRALIB)
ifeq ($(SUPPORT_GEMM3M),1)
xccblat3_3m: $(ctestl3o_3m) c_cblat3_3m.o $(TOPDIR)/$(LIBNAME) xccblat3_3m: $(ctestl3o_3m) c_cblat3_3m.o $(TOPDIR)/$(LIBNAME)
$(FC) $(FLDFLAGS) -o xccblat3_3m c_cblat3_3m.o $(ctestl3o_3m) $(LIB) $(EXTRALIB) $(CEXTRALIB) $(FC) $(FLDFLAGS) -o xccblat3_3m c_cblat3_3m.o $(ctestl3o_3m) $(LIB) $(EXTRALIB) $(CEXTRALIB)
endif
else else
xccblat1: $(ctestl1o) c_cblat1c.o $(TOPDIR)/$(LIBNAME) xccblat1: $(ctestl1o) c_cblat1c.o $(TOPDIR)/$(LIBNAME)
$(CC) $(CFLAGS) -o xccblat1 c_cblat1c.o $(ctestl1o) $(LIB) $(CEXTRALIB) $(filter-out -lgfortran,$(EXTRALIB)) $(CC) $(CFLAGS) -o xccblat1 c_cblat1c.o $(ctestl1o) $(LIB) $(CEXTRALIB) $(filter-out -lgfortran,$(EXTRALIB))
@@ -280,6 +307,10 @@ xccblat2: $(ctestl2o) c_cblat2c.o $(TOPDIR)/$(LIBNAME)
$(CC) $(CFLAGS) -o xccblat2 c_cblat2c.o $(ctestl2o) $(LIB) $(CEXTRALIB) $(filter-out -lgfortran,$(EXTRALIB)) $(CC) $(CFLAGS) -o xccblat2 c_cblat2c.o $(ctestl2o) $(LIB) $(CEXTRALIB) $(filter-out -lgfortran,$(EXTRALIB))
xccblat3: $(ctestl3o) c_cblat3c.o $(TOPDIR)/$(LIBNAME) xccblat3: $(ctestl3o) c_cblat3c.o $(TOPDIR)/$(LIBNAME)
$(CC) $(CFLAGS) -o xccblat3 c_cblat3c.o $(ctestl3o) $(LIB) $(CEXTRALIB) $(filter-out -lgfortran,$(EXTRALIB)) $(CC) $(CFLAGS) -o xccblat3 c_cblat3c.o $(ctestl3o) $(LIB) $(CEXTRALIB) $(filter-out -lgfortran,$(EXTRALIB))
ifeq ($(SUPPORT_GEMM3M),1)
xccblat3_3m: $(ctestl3o_3m) c_cblat3c_3m.o $(TOPDIR)/$(LIBNAME)
$(CC) $(CFLAGS) -o xccblat3_3m c_cblat3c_3m.o $(ctestl3o_3m) $(LIB) $(EXTRALIB) $(CEXTRALIB)
endif
endif endif
endif endif


@@ -293,8 +324,10 @@ xzcblat2: $(ztestl2o) c_zblat2.o $(TOPDIR)/$(LIBNAME)
$(FC) $(FLDFLAGS) -o xzcblat2 c_zblat2.o $(ztestl2o) $(LIB) $(EXTRALIB) $(CEXTRALIB) $(FC) $(FLDFLAGS) -o xzcblat2 c_zblat2.o $(ztestl2o) $(LIB) $(EXTRALIB) $(CEXTRALIB)
xzcblat3: $(ztestl3o) c_zblat3.o $(TOPDIR)/$(LIBNAME) xzcblat3: $(ztestl3o) c_zblat3.o $(TOPDIR)/$(LIBNAME)
$(FC) $(FLDFLAGS) -o xzcblat3 c_zblat3.o $(ztestl3o) $(LIB) $(EXTRALIB) $(CEXTRALIB) $(FC) $(FLDFLAGS) -o xzcblat3 c_zblat3.o $(ztestl3o) $(LIB) $(EXTRALIB) $(CEXTRALIB)
ifeq ($(SUPPORT_GEMM3M),1)
xzcblat3_3m: $(ztestl3o_3m) c_zblat3_3m.o $(TOPDIR)/$(LIBNAME) xzcblat3_3m: $(ztestl3o_3m) c_zblat3_3m.o $(TOPDIR)/$(LIBNAME)
$(FC) $(FLDFLAGS) -o xzcblat3_3m c_zblat3_3m.o $(ztestl3o_3m) $(LIB) $(EXTRALIB) $(CEXTRALIB) $(FC) $(FLDFLAGS) -o xzcblat3_3m c_zblat3_3m.o $(ztestl3o_3m) $(LIB) $(EXTRALIB) $(CEXTRALIB)
endif
else else
xzcblat1: $(ztestl1o) c_zblat1c.o $(TOPDIR)/$(LIBNAME) xzcblat1: $(ztestl1o) c_zblat1c.o $(TOPDIR)/$(LIBNAME)
$(CC) $(CFLAGS) -o xzcblat1 c_zblat1c.o $(ztestl1o) $(LIB) $(CEXTRALIB) $(filter-out -lgfortran,$(EXTRALIB)) $(CC) $(CFLAGS) -o xzcblat1 c_zblat1c.o $(ztestl1o) $(LIB) $(CEXTRALIB) $(filter-out -lgfortran,$(EXTRALIB))
@@ -302,6 +335,10 @@ xzcblat2: $(ztestl2o) c_zblat2c.o $(TOPDIR)/$(LIBNAME)
$(CC) $(CFLAGS) -o xzcblat2 c_zblat2c.o $(ztestl2o) $(LIB) $(CEXTRALIB) $(filter-out -lgfortran,$(EXTRALIB)) $(CC) $(CFLAGS) -o xzcblat2 c_zblat2c.o $(ztestl2o) $(LIB) $(CEXTRALIB) $(filter-out -lgfortran,$(EXTRALIB))
xzcblat3: $(ztestl3o) c_zblat3c.o $(TOPDIR)/$(LIBNAME) xzcblat3: $(ztestl3o) c_zblat3c.o $(TOPDIR)/$(LIBNAME)
$(CC) $(CFLAGS) -o xzcblat3 c_zblat3c.o $(ztestl3o) $(LIB) $(CEXTRALIB) $(filter-out -lgfortran,$(EXTRALIB)) $(CC) $(CFLAGS) -o xzcblat3 c_zblat3c.o $(ztestl3o) $(LIB) $(CEXTRALIB) $(filter-out -lgfortran,$(EXTRALIB))
ifeq ($(SUPPORT_GEMM3M),1)
xzcblat3_3m: $(ztestl3o_3m) c_zblat3c_3m.o $(TOPDIR)/$(LIBNAME)
$(CC) $(CFLAGS) -o xzcblat3_3m c_zblat3c_3m.o $(ztestl3o_3m) $(LIB) $(EXTRALIB) $(CEXTRALIB)
endif
endif endif
endif endif




+ 3942
- 0
ctest/c_cblat3c_3m.c
File diff suppressed because it is too large
View File


+ 3951
- 0
ctest/c_zblat3c_3m.c
File diff suppressed because it is too large
View File


+ 12
- 0
kernel/loongarch64/KERNEL.LOONGSON2K1000 View File

@@ -85,6 +85,12 @@ ZSWAPKERNEL = cswap_lsx.S
CSUMKERNEL = csum_lsx.S CSUMKERNEL = csum_lsx.S
ZSUMKERNEL = csum_lsx.S ZSUMKERNEL = csum_lsx.S


SGEMVNKERNEL = sgemv_n_lsx.S
SGEMVTKERNEL = sgemv_t_lsx.S

DGEMVNKERNEL = dgemv_n_lsx.S
DGEMVTKERNEL = dgemv_t_lsx.S

DGEMMKERNEL = dgemm_kernel_8x4.S DGEMMKERNEL = dgemm_kernel_8x4.S
DGEMMINCOPY = dgemm_ncopy_8_lsx.S DGEMMINCOPY = dgemm_ncopy_8_lsx.S
DGEMMITCOPY = dgemm_tcopy_8_lsx.S DGEMMITCOPY = dgemm_tcopy_8_lsx.S
@@ -100,6 +106,9 @@ DTRSMKERNEL_LT = ../generic/trsm_kernel_LT.c
DTRSMKERNEL_RN = ../generic/trsm_kernel_RN.c DTRSMKERNEL_RN = ../generic/trsm_kernel_RN.c
DTRSMKERNEL_RT = ../generic/trsm_kernel_RT.c DTRSMKERNEL_RT = ../generic/trsm_kernel_RT.c


CGEMVNKERNEL = cgemv_n_4_lsx.S
CGEMVTKERNEL = cgemv_t_4_lsx.S

CGEMMKERNEL = cgemm_kernel_8x4_lsx.S CGEMMKERNEL = cgemm_kernel_8x4_lsx.S
CGEMMINCOPY = cgemm_ncopy_8_lsx.S CGEMMINCOPY = cgemm_ncopy_8_lsx.S
CGEMMITCOPY = cgemm_tcopy_8_lsx.S CGEMMITCOPY = cgemm_tcopy_8_lsx.S
@@ -115,6 +124,9 @@ CTRSMKERNEL_LT = ../generic/trsm_kernel_LT.c
CTRSMKERNEL_RN = ../generic/trsm_kernel_RN.c CTRSMKERNEL_RN = ../generic/trsm_kernel_RN.c
CTRSMKERNEL_RT = ../generic/trsm_kernel_RT.c CTRSMKERNEL_RT = ../generic/trsm_kernel_RT.c


ZGEMVNKERNEL = zgemv_n_2_lsx.S
ZGEMVTKERNEL = zgemv_t_2_lsx.S

ZGEMMKERNEL = zgemm_kernel_4x4_lsx.S ZGEMMKERNEL = zgemm_kernel_4x4_lsx.S
ZGEMMONCOPY = zgemm_ncopy_4_lsx.S ZGEMMONCOPY = zgemm_ncopy_4_lsx.S
ZGEMMOTCOPY = zgemm_tcopy_4_lsx.S ZGEMMOTCOPY = zgemm_tcopy_4_lsx.S


+ 323
- 0
kernel/loongarch64/cgemv_n_4_lsx.S View File

@@ -0,0 +1,323 @@
/*******************************************************************************
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.
*******************************************************************************/
#define ASSEMBLER

#include "common.h"
#include "loongarch64_asm.S"

/* int CNAME(BLASLONG m, BLASLONG n, BLASLONG dummy1, FLOAT alpha_r, FLOAT alpha_i,
* FLOAT *a, BLASLONG lda, FLOAT *x, BLASLONG inc_x, FLOAT *y, BLASLONG inc_y, FLOAT *buffer)
*/
#define M $r4
#define N $r5
#define ALPHA_R $f0
#define ALPHA_I $f1
#define A $r7
#define LDA $r8
#define X $r9
#define INC_X $r10
#define Y $r11
#define INC_Y $r6

#define J $r12
#define I $r13
#define K $r14
#define Y_ORG $r15
#define OFFSET $r16
#define K_LDA $r17
#define M8 $r18
#define T0 $r19
#define PA0 $r20
#define PA1 $r23
#define PA2 $r24
#define PA3 $r25
#define PA4 $r26
#define PA5 $r27
#define PA6 $r28
#define PA7 $r29

#define VALPHA $vr1
#define X0 $vr2
#define X1 $vr3
#define X2 $vr4
#define X3 $vr5
#define X4 $vr6
#define X5 $vr7
#define X6 $vr8
#define X7 $vr9
#define Y0 $vr10
#define Y1 $vr11
#define A0 $vr12
#define A1 $vr13
#define A2 $vr14
#define A3 $vr15
#define A4 $vr16
#define A5 $vr17
#define A6 $vr18
#define A7 $vr19
#define A8 $vr20
#define A9 $vr21
#define A10 $vr22
#define A11 $vr23
#define A12 $vr24
#define A13 $vr25
#define A14 $vr26
#define A15 $vr27
#define TMP0 $vr28
#define TMP1 $vr29
#define TMP2 $vr30

#if !defined(CONJ)
#if !defined(XCONJ)
#define GXCONJ 0
#define GCONJ 0
#else
#define GXCONJ 1
#define GCONJ 0
#endif
#else
#if !defined(XCONJ)
#define GXCONJ 0
#define GCONJ 1
#else
#define GXCONJ 1
#define GCONJ 1
#endif
#endif

.macro CLOAD_X_4
GLDREPL v, d, X0, X, 0x00, X1, X, 0x08, X2, X, 0x10, X3, X, 0x18
GCOMPLEXMUL GXCONJ, \
vf, s, X0, VALPHA, X0, TMP0, TMP1, TMP2, \
X1, VALPHA, X1, TMP0, TMP1, TMP2, \
X2, VALPHA, X2, TMP0, TMP1, TMP2, \
X3, VALPHA, X3, TMP0, TMP1, TMP2
.endm

.macro CLOAD_X_4_GAP
vldrepl.d X0, X, 0x00
PTR_ADD T0, X, INC_X
vldrepl.d X1, T0, 0x00
PTR_ADD T0, T0, INC_X
vldrepl.d X2, T0, 0x00
PTR_ADD T0, T0, INC_X
vldrepl.d X3, T0, 0x00

GCOMPLEXMUL GXCONJ, \
vf, s, X0, VALPHA, X0, TMP0, TMP1, TMP2, \
X1, VALPHA, X1, TMP0, TMP1, TMP2, \
X2, VALPHA, X2, TMP0, TMP1, TMP2, \
X3, VALPHA, X3, TMP0, TMP1, TMP2
.endm

.macro CLOAD_X_1
GLDREPL v, d, X0, X, 0x00
GCOMPLEXMUL GXCONJ, \
vf, s, X0, VALPHA, X0, TMP0, TMP1, TMP2
.endm

.macro CLOAD_Y_4
GLD v, , Y0, Y, 0, Y1, Y, 0x10
.endm

.macro CLOAD_Y_4_GAP
fld.d $f10, Y, 0
fldx.d $f13, Y, INC_Y
PTR_ALSL T0, INC_Y, Y, 1
fld.d $f11, T0, 0
fldx.d $f17, T0, INC_Y
vpackev.d Y0, A1, Y0
vpackev.d Y1, A5, Y1
.endm

.macro CLOAD_Y_1
fld.d $f10, Y, 0
.endm

.macro CSTORE_Y_4
GST v, , Y0, Y, 0, Y1, Y, 0x10
.endm

.macro CSTORE_Y_4_GAP
vstelm.d Y0, Y, 0, 0
PTR_ADD T0, Y, INC_Y
vstelm.d Y0, T0, 0, 1
PTR_ADD T0, T0, INC_Y
vstelm.d Y1, T0, 0, 0
PTR_ADD T0, T0, INC_Y
vstelm.d Y1, T0, 0, 1
.endm

.macro CSTORE_Y_1
fst.d $f10, Y, 0
.endm

.macro CGEMV_N_4x4
GLD_INC v, , 0x10, \
A0, PA0, 0, A1, PA0, 0, \
A2, PA1, 0, A3, PA1, 0, \
A4, PA2, 0, A5, PA2, 0, \
A6, PA3, 0, A7, PA3, 0

GCOMPLEXMADD GXCONJ, GCONJ, \
vf, s, Y0, X0, A0, Y0, TMP0, TMP1, TMP2, Y1, X0, A1, Y1, TMP0, TMP1, TMP2, \
Y0, X1, A2, Y0, TMP0, TMP1, TMP2, Y1, X1, A3, Y1, TMP0, TMP1, TMP2, \
Y0, X2, A4, Y0, TMP0, TMP1, TMP2, Y1, X2, A5, Y1, TMP0, TMP1, TMP2, \
Y0, X3, A6, Y0, TMP0, TMP1, TMP2, Y1, X3, A7, Y1, TMP0, TMP1, TMP2
.endm

.macro CGEMV_N_1x4
GLD_INC f, d, 0x08, $f12, PA0, 0, $f14, PA1, 0, $f16, PA2, 0, $f18, PA3, 0
GCOMPLEXMADD GXCONJ, GCONJ, \
vf, s, Y0, X0, A0, Y0, TMP0, TMP1, TMP2, \
Y0, X1, A2, Y0, TMP0, TMP1, TMP2, \
Y0, X2, A4, Y0, TMP0, TMP1, TMP2, \
Y0, X3, A6, Y0, TMP0, TMP1, TMP2
.endm

.macro CGEMV_N_1x1
fld.d $f12, PA0, 0
PTR_ADDI PA0, PA0, 0x08
GCOMPLEXMADD GXCONJ, GCONJ, \
vf, s, Y0, X0, A0, Y0, TMP0, TMP1, TMP2
.endm

.macro CGEMV_N_LSX XW:req, X_4:req, X_1:req, Y_4:req, Y_1:req
PTR_SRLI J, N, 2
beqz J, .L_\XW\()_N_3
PTR_SLLI K_LDA, LDA, 2
PTR_SUB K_LDA, K_LDA, M8
.L_\XW\()_N_L4:
CLOAD_\X_4
xor K, K, K
move Y, Y_ORG
PTR_SRLI I, M, 2
beqz I, .L_\XW\()_M_3
.align 5
.L_\XW\()_M_L4:
CLOAD_\Y_4
CGEMV_N_4x4
CSTORE_\Y_4
PTR_ADDI I, I, -1
PTR_ALSL Y, INC_Y, Y, 2
PTR_ADDI K, K, 4
bnez I, .L_\XW\()_M_L4
.L_\XW\()_M_3:
andi I, M, 3
beqz I, .L_\XW\()_M_END
.align 5
.L_\XW\()_M_L1:
CLOAD_\Y_1
CGEMV_N_1x4
CSTORE_\Y_1
PTR_ADDI I, I, -1
PTR_ADD Y, Y, INC_Y
PTR_ADDI K, K, 1
bnez I, .L_\XW\()_M_L1
.L_\XW\()_M_END:
PTR_ADDI J, J, -1
#if __loongarch_grlen == 64
GADD , d, PA0, PA0, K_LDA, PA1, PA1, K_LDA, PA2, PA2, K_LDA, PA3, PA3, K_LDA
#elif __loongarch_grlen == 32
GADD , w, PA0, PA0, K_LDA, PA1, PA1, K_LDA, PA2, PA2, K_LDA, PA3, PA3, K_LDA
#else
GADD , d, PA0, PA0, K_LDA, PA1, PA1, K_LDA, PA2, PA2, K_LDA, PA3, PA3, K_LDA
#endif
PTR_ALSL X, INC_X, X, 2
bnez J, .L_\XW\()_N_L4
.L_\XW\()_N_3:
andi J, N, 3
beqz J, .L_END
.L_\XW\()_N_L1:
CLOAD_\X_1
xor K, K, K
move Y, Y_ORG
move I, M
beqz I, .L_END
.align 5
.L_\XW\()_N_1_M_L1:
CLOAD_\Y_1
CGEMV_N_1x1
CSTORE_\Y_1
PTR_ADDI I, I, -1
PTR_ADD Y, Y, INC_Y
PTR_ADDI K, K, 1
bnez I, .L_\XW\()_N_1_M_L1
.L_\XW\()_N_1_M_END:
PTR_ADDI J, J, -1
PTR_SUB K_LDA, LDA, M8
PTR_ADD PA0, PA0, K_LDA
PTR_ADD X, X, INC_X
bnez J, .L_\XW\()_N_L1

b .L_END
.endm

PROLOGUE
PTR_LD INC_Y, $sp, 0
push_if_used 17 + 7, 31
PTR_ADDI K, $r0, 0x01
PTR_SUB I, INC_X, K
PTR_SUB J, INC_Y, K
maskeqz I, K, I /* if(inc_x == 1) I = 0; else I = 1; */
maskeqz J, K, J /* if(inc_y == 1) j = 0; else j = 1; */
PTR_ALSL I, I, J, 1
GSLLI , d, LDA, LDA, 3, INC_X, INC_X, 3, INC_Y, INC_Y, 3, M8, M, 3
// Init VALPHA
vpackev.w $vr0, $vr1, $vr0
vpackev.d VALPHA, $vr0, $vr0
move Y_ORG, Y
move PA0, A
#if __loongarch_grlen == 64
GADD , d, PA1, PA0, LDA, PA2, PA1, LDA, PA3, PA2, LDA, PA4, PA3, LDA
#elif __loongarch_grlen == 32
GADD , w, PA1, PA0, LDA, PA2, PA1, LDA, PA3, PA2, LDA, PA4, PA3, LDA
#else
GADD , d, PA1, PA0, LDA, PA2, PA1, LDA, PA3, PA2, LDA, PA4, PA3, LDA
#endif
la.local T0, .L_GAP_TABLE
PTR_ALSL I, I, T0, 1
ld.h K, I, 0 // Obtain the offset address
PTR_ADD T0, T0, K
jirl $r0, T0, 0
.L_GAP_TABLE:
.hword .L_GAP_0_0 - .L_GAP_TABLE
.hword .L_GAP_0_1 - .L_GAP_TABLE
.hword .L_GAP_1_0 - .L_GAP_TABLE
.hword .L_GAP_1_1 - .L_GAP_TABLE
.L_GAP_0_0: /* if (inc_x == 1) && (incy == 1) */
CGEMV_N_LSX GAP_0_0, X_4, X_1, Y_4, Y_1
.L_GAP_0_1: /* if (inc_x == 1) && (incy != 1) */
CGEMV_N_LSX GAP_0_1, X_4, X_1, Y_4_GAP, Y_1
.L_GAP_1_0: /* if (inc_x != 1) && (incy == 1) */
CGEMV_N_LSX GAP_1_0, X_4_GAP, X_1, Y_4, Y_1
.L_GAP_1_1: /* if (inc_x != 1) && (incy != 1) */
CGEMV_N_LSX GAP_1_1, X_4_GAP, X_1, Y_4_GAP, Y_1
.L_END:
pop_if_used 17 + 7, 31
jirl $r0, $r1, 0x0
EPILOGUE

+ 17
- 17
kernel/loongarch64/cgemv_n_8_lasx.S View File

@@ -122,14 +122,14 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
GLDREPL xv, d, X0, X, 0x00, X1, X, 0x08, X2, X, 0x10, X3, X, 0x18, \ GLDREPL xv, d, X0, X, 0x00, X1, X, 0x08, X2, X, 0x10, X3, X, 0x18, \
X4, X, 0x20, X5, X, 0x28, X6, X, 0x30, X7, X, 0x38 X4, X, 0x20, X5, X, 0x28, X6, X, 0x30, X7, X, 0x38
GCOMPLEXMUL GXCONJ, \ GCOMPLEXMUL GXCONJ, \
xvf, s, X0, X0, VALPHA, TMP0, TMP1, TMP2, \
X1, X1, VALPHA, TMP0, TMP1, TMP2, \
X2, X2, VALPHA, TMP0, TMP1, TMP2, \
X3, X3, VALPHA, TMP0, TMP1, TMP2, \
X4, X4, VALPHA, TMP0, TMP1, TMP2, \
X5, X5, VALPHA, TMP0, TMP1, TMP2, \
X6, X6, VALPHA, TMP0, TMP1, TMP2, \
X7, X7, VALPHA, TMP0, TMP1, TMP2
xvf, s, X0, VALPHA, X0, TMP0, TMP1, TMP2, \
X1, VALPHA, X1, TMP0, TMP1, TMP2, \
X2, VALPHA, X2, TMP0, TMP1, TMP2, \
X3, VALPHA, X3, TMP0, TMP1, TMP2, \
X4, VALPHA, X4, TMP0, TMP1, TMP2, \
X5, VALPHA, X5, TMP0, TMP1, TMP2, \
X6, VALPHA, X6, TMP0, TMP1, TMP2, \
X7, VALPHA, X7, TMP0, TMP1, TMP2
.endm .endm


.macro CLOAD_X_8_GAP .macro CLOAD_X_8_GAP
@@ -150,14 +150,14 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
xvldrepl.d X7, T0, 0x00 xvldrepl.d X7, T0, 0x00


GCOMPLEXMUL GXCONJ, \ GCOMPLEXMUL GXCONJ, \
xvf, s, X0, X0, VALPHA, TMP0, TMP1, TMP2, \
X1, X1, VALPHA, TMP0, TMP1, TMP2, \
X2, X2, VALPHA, TMP0, TMP1, TMP2, \
X3, X3, VALPHA, TMP0, TMP1, TMP2, \
X4, X4, VALPHA, TMP0, TMP1, TMP2, \
X5, X5, VALPHA, TMP0, TMP1, TMP2, \
X6, X6, VALPHA, TMP0, TMP1, TMP2, \
X7, X7, VALPHA, TMP0, TMP1, TMP2
xvf, s, X0, VALPHA, X0, TMP0, TMP1, TMP2, \
X1, VALPHA, X1, TMP0, TMP1, TMP2, \
X2, VALPHA, X2, TMP0, TMP1, TMP2, \
X3, VALPHA, X3, TMP0, TMP1, TMP2, \
X4, VALPHA, X4, TMP0, TMP1, TMP2, \
X5, VALPHA, X5, TMP0, TMP1, TMP2, \
X6, VALPHA, X6, TMP0, TMP1, TMP2, \
X7, VALPHA, X7, TMP0, TMP1, TMP2
.endm .endm


.macro CLOAD_Y_8 .macro CLOAD_Y_8
@@ -228,7 +228,7 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
.macro CLOAD_X_1 .macro CLOAD_X_1
GLDREPL xv, d, X0, X, 0x00 GLDREPL xv, d, X0, X, 0x00
GCOMPLEXMUL GXCONJ, \ GCOMPLEXMUL GXCONJ, \
xvf, s, X0, X0, VALPHA, TMP0, TMP1, TMP2
xvf, s, X0, VALPHA, X0, TMP0, TMP1, TMP2
.endm .endm


.macro CLOAD_Y_1 .macro CLOAD_Y_1


+ 290
- 0
kernel/loongarch64/cgemv_t_4_lsx.S View File

@@ -0,0 +1,290 @@
/*******************************************************************************
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.
*******************************************************************************/
#define ASSEMBLER

#include "common.h"
#include "loongarch64_asm.S"

/* int CNAME(BLASLONG m, BLASLONG n, BLASLONG dummy1, FLOAT alpha_r, FLOAT alpha_i,
* FLOAT *a, BLASLONG lda, FLOAT *x, BLASLONG inc_x, FLOAT *y, BLASLONG inc_y, FLOAT *buffer)
*/
#define M $r4
#define N $r5
#define ALPHA_R $f0
#define ALPHA_I $f1
#define A $r7
#define LDA $r8
#define X $r9
#define INC_X $r10
#define Y $r11
#define INC_Y $r6

#define J $r12
#define I $r13
#define K $r14
#define PY0 $r14
#define X_ORG $r15
#define PY1 $r16
#define K_LDA $r17
#define PY2 $r18
#define T0 $r19
#define PA0 $r20
#define PA1 $r23
#define PA2 $r24
#define PA3 $r25
#define PA4 $r26
#define PA5 $r27
#define PA6 $r28
#define PA7 $r29
#define M8 $r30

#define VALPHA $vr0
#define X0 $vr1
#define X1 $vr2
#define A0 $vr3
#define A1 $vr4
#define A2 $vr5
#define A3 $vr6
#define A4 $vr7
#define A5 $vr8
#define A6 $vr9
#define A7 $vr10
#define A8 $vr11
#define A9 $vr12
#define A10 $vr13
#define A11 $vr14
#define A12 $vr15
#define A13 $vr16
#define A14 $vr17
#define A15 $vr18
#define TP0 $vr19
#define TP1 $vr20
#define TP2 $vr21
#define TP3 $vr22
#define TP4 $vr23
#define TP5 $vr24
#define TP6 $vr25
#define TP7 $vr26
#define TMP0 $vr27
#define TMP1 $vr28
#define TMP2 $vr29
#define Y0 $vr3
#define Y1 $vr4
#define Y2 $vr5
#define Y3 $vr6
#define Y4 $vr7
#define Y5 $vr8
#define Y6 $vr9
#define Y7 $vr10

#if ( !defined(CONJ) && !defined(XCONJ) ) || ( defined(CONJ) && defined(XCONJ) )
#define GXCONJ1 0
#define GCONJ1 0
#else
#define GXCONJ1 1
#define GCONJ1 0
#endif

#if !defined(XCONJ)
#define GXCONJ2 0
#define GCONJ2 0
#else
#define GXCONJ2 0
#define GCONJ2 1
#endif

.macro ZERO_Y4
GXOR v, v, TP0, TP0, TP0, TP1, TP1, TP1, TP2, TP2, TP2, TP3, TP3, TP3
.endm

.macro ZERO_Y1
GXOR v, v, TP0, TP0, TP0
.endm

.macro CLOAD_X4
GLD v, , X0, X, 0x00, X1, X, 0x10
.endm

.macro CLOAD_X4_GAP
fld.d $f1, X, 0x00
fldx.d $f3, X, INC_X
PTR_ALSL T0, INC_X, X, 1
fld.d $f2, T0, 0x00
fldx.d $f4, T0, INC_X
vpackev.d X0, A0, X0
vpackev.d X1, A1, X1
.endm

.macro CGEMV_T_4x4
GLD_INC v, , 0x10, \
A0, PA0, 0, A1, PA0, 0, \
A2, PA1, 0, A3, PA1, 0, \
A4, PA2, 0, A5, PA2, 0, \
A6, PA3, 0, A7, PA3, 0
GCOMPLEXMADD GXCONJ1, GCONJ1, \
vf, s, TP0, A0, X0, TP0, TMP0, TMP1, TMP2, TP0, A1, X1, TP0, TMP0, TMP1, TMP2, \
TP1, A2, X0, TP1, TMP0, TMP1, TMP2, TP1, A3, X1, TP1, TMP0, TMP1, TMP2, \
TP2, A4, X0, TP2, TMP0, TMP1, TMP2, TP2, A5, X1, TP2, TMP0, TMP1, TMP2, \
TP3, A6, X0, TP3, TMP0, TMP1, TMP2, TP3, A7, X1, TP3, TMP0, TMP1, TMP2
.endm

.macro CGEMV_T_LSX XW:req, X4:req
PTR_SRLI J, N, 2
beqz J, .L_\XW\()_N_3
PTR_SLLI K_LDA, LDA, 2
PTR_SUB K_LDA, K_LDA, M8
.L_\XW\()_N_L4:
ZERO_Y4
move X, X_ORG
PTR_SRLI I, M, 2
beqz I, .L_\XW\()_M_3
.align 5
.L_\XW\()_M_L4:
CLOAD_\X4
CGEMV_T_4x4
PTR_ADDI I, I, -1
PTR_ALSL X, INC_X, X, 2
bnez I, .L_\XW\()_M_L4
.L_\XW\()_M_3:
// Accumulated
GCOMPLEXACC vf, s, Y0, TP0, Y1, TP1, Y2, TP2, Y3, TP3
andi I, M, 3
beqz I, .L_\XW\()_M_END
.align 5
.L_\XW\()_M_L1:
fld.d $f1, X, 0x00
fld.d $f11, PA0, 0x00
fld.d $f12, PA1, 0x00
fld.d $f13, PA2, 0x00
fld.d $f14, PA3, 0x00
#if __loongarch_grlen == 64
GADDI , d, PA0, PA0, 0x08, PA1, PA1, 0x08, PA2, PA2, 0x08, PA3, PA3, 0x08
#elif __loongarch_grlen == 32
GADDI , w, PA0, PA0, 0x08, PA1, PA1, 0x08, PA2, PA2, 0x08, PA3, PA3, 0x08
#else
GADDI , d, PA0, PA0, 0x08, PA1, PA1, 0x08, PA2, PA2, 0x08, PA3, PA3, 0x08
#endif

GCOMPLEXMADD GXCONJ1, GCONJ1, \
vf, s, A0, A8, X0, A0, TMP0, TMP1, TMP2, A1, A9, X0, A1, TMP0, TMP1, TMP2, \
A2, A10, X0, A2, TMP0, TMP1, TMP2, A3, A11, X0, A3, TMP0, TMP1, TMP2

PTR_ADDI I, I, -1
PTR_ADD X, X, INC_X
bnez I, .L_\XW\()_M_L1
.L_\XW\()_M_END:
fld.d $f11, Y, 0x00
fldx.d $f12, Y, INC_Y
PTR_ALSL PY0, INC_Y, Y, 1
fld.d $f13, PY0, 0x00
fldx.d $f14, PY0, INC_Y

GCOMPLEXMADD GXCONJ2, GCONJ2, \
vf, s, A8, VALPHA, A0, A8, TMP0, TMP1, TMP2, A9, VALPHA, A1, A9, TMP0, TMP1, TMP2,\
A10, VALPHA, A2, A10, TMP0, TMP1, TMP2, A11, VALPHA, A3, A11, TMP0, TMP1, TMP2

PTR_ADDI J, J, -1
#if __loongarch_grlen == 64
GADD , d, PA0, PA0, K_LDA, PA1, PA1, K_LDA, PA2, PA2, K_LDA, PA3, PA3, K_LDA
#elif __loongarch_grlen == 32
GADD , w, PA0, PA0, K_LDA, PA1, PA1, K_LDA, PA2, PA2, K_LDA, PA3, PA3, K_LDA
#else
GADD , d, PA0, PA0, K_LDA, PA1, PA1, K_LDA, PA2, PA2, K_LDA, PA3, PA3, K_LDA
#endif
fst.d $f11, Y, 0x00
fstx.d $f12, Y, INC_Y
fst.d $f13, PY0, 0x00
fstx.d $f14, PY0, INC_Y
PTR_ALSL Y, INC_Y, Y, 2
bnez J, .L_\XW\()_N_L4
.L_\XW\()_N_3:
andi J, N, 3
beqz J, .L_END
PTR_SUB K_LDA, LDA, M8
.L_\XW\()_N_1:
ZERO_Y1
move X, X_ORG
move I, M
beqz I, .L_END
.align 5
.L_\XW\()_N_1_M_L1:
fld.d $f3, PA0, 0x00
fld.d $f1, X, 0x00
GCOMPLEXMADD GXCONJ1, GCONJ1, \
vf, s, TP0, A0, X0, TP0, TMP0, TMP1, TMP2
PTR_ADDI I, I, -1
PTR_ADD X, X, INC_X
PTR_ADDI PA0, PA0, 0x08
bnez I, .L_\XW\()_N_1_M_L1
.L_\XW\()_N_1_M_END:
PTR_ADDI J, J, -1
fld.d $f3, Y, 0x00
GCOMPLEXMADD GXCONJ2, GCONJ2, \
vf, s, A0, VALPHA, TP0, A0, TMP0, TMP1, TMP2
fst.d $f3, Y, 0x00
PTR_ADD PA0, PA0, K_LDA
PTR_ADD Y, Y, INC_Y
bnez J, .L_\XW\()_N_1

b .L_END
.endm

PROLOGUE
PTR_LD INC_Y, $sp, 0
push_if_used 17 + 8, 30
PTR_ADDI K, $r0, 0x01
PTR_SUB I, INC_X, K
maskeqz I, K, I /* if(inc_x == 1) I = 0; else I = 1; */
GSLLI , d, LDA, LDA, 3, INC_X, INC_X, 3, INC_Y, INC_Y, 3, M8, M, 3
// Init VALPHA
vpackev.w $vr0, $vr1, $vr0
vpackev.d VALPHA, $vr0, $vr0
move X_ORG, X
move PA0, A
#if __loongarch_grlen == 64
GADD , d, PA1, PA0, LDA, PA2, PA1, LDA, PA3, PA2, LDA, PA4, PA3, LDA
#elif __loongarch_grlen == 32
GADD , w, PA1, PA0, LDA, PA2, PA1, LDA, PA3, PA2, LDA, PA4, PA3, LDA
#else
GADD , d, PA1, PA0, LDA, PA2, PA1, LDA, PA3, PA2, LDA, PA4, PA3, LDA
#endif
la.local T0, .L_GAP_TABLE
PTR_ALSL I, I, T0, 1
ld.h K, I, 0
PTR_ADD T0, T0, K
jirl $r0, T0, 0
.L_GAP_TABLE:
.hword .L_GAP_0 - .L_GAP_TABLE
.hword .L_GAP_1 - .L_GAP_TABLE
.L_GAP_0: /* if (incx == 1) */
CGEMV_T_LSX GAP_0, X4
.L_GAP_1: /* if (incx != 1) */
CGEMV_T_LSX GAP_1, X4_GAP
.L_END:
pop_if_used 17 + 8, 30
jirl $r0, $r1, 0x0
EPILOGUE

+ 229
- 0
kernel/loongarch64/dgemv_n_lsx.S View File

@@ -0,0 +1,229 @@
/*******************************************************************************
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.
*******************************************************************************/

#define ASSEMBLER

#include "common.h"

/* Param */
#define M $r4
#define N $r5
#define A $r7
#define LDA $r8
#define X $r9
#define INCX $r10
#define Y $r11
#define INCY $r6
#define BUFFER $r16
#define ALPHA $f0

#define YORIG $r18
#define T0 $r19
#define T1 $r20
#define XX $r12
#define YY $r13
#define I $r14
#define J $r15
#define AO1 $r23
#define AO2 $r24
#define IX $r25
#define IY $r26
#define II $r27
#define T2 $r28
#define T3 $r29
#define T4 $r30

/* LSX vectors */
#define U0 $vr11
#define U1 $vr12
#define U2 $vr2
#define U3 $vr3
#define U4 $vr4
#define U5 $vr5
#define U6 $vr6
#define U7 $vr7
#define U8 $vr8
#define U9 $vr9
#define VALPHA $vr10

#define a1 $f3
#define a2 $f4
#define a3 $f5
#define a4 $f6
#define a5 $f7
#define a6 $f8
#define a7 $f9
#define a8 $f10


PROLOGUE

LDARG INCY, $sp, 0
LDARG BUFFER, $sp, 8

addi.d $sp, $sp, -80

SDARG $r23, $sp, 0
SDARG $r24, $sp, 8
SDARG $r25, $sp, 16
SDARG $r26, $sp, 32
SDARG $r27, $sp, 40
SDARG $r28, $sp, 48
SDARG $r29, $sp, 56
SDARG $r30, $sp, 64
ST ALPHA, $sp, 72

vldrepl.d VALPHA, $sp, 72

slli.d LDA, LDA, BASE_SHIFT
slli.d INCX, INCX, BASE_SHIFT
slli.d INCY, INCY, BASE_SHIFT

bge $r0, M, .L999
bge $r0, N, .L999

move J, $r0
move IX, $r0

move AO1, A //a_ptr
move XX, X
move YY, Y

beq J, M, .L999

.L01:
vldx U0, XX, IX
vshuf4i.d U0, U0, 0x00

vfmul.d U1, VALPHA, U0 //temp1

move IY, $r0
move II, $r0
move I, $r0

srai.d T0, M, 2 //n/4
beq I, T0, .L03

.L02:
vldx U2, AO1, II
addi.d II, II, 16
vldx U7, AO1, II

move T1, IY
add.d T2, T1, INCY
add.d T3, T2, INCY
add.d T4, T3, INCY

fldx.d a1, YY, T1
fldx.d a2, YY, T2
fldx.d a3, YY, T3
fldx.d a4, YY, T4

vextrins.d U3, U4, 0x10
vextrins.d U5, U6, 0x10

vfmadd.d U3, U1, U2, U3
vfmadd.d U5, U1, U7, U5

vextrins.d U4, U3, 0x01
vextrins.d U6, U5, 0x01

fstx.d a1, YY, T1
fstx.d a2, YY, T2
fstx.d a3, YY, T3
fstx.d a4, YY, T4

add.d IY, T4, INCY
addi.d II, II, 16
addi.d I, I, 1
blt I, T0, .L02

.L03:
andi T0, M, 2
beq $r0, T0, .L04

addi.d T1, $r0, 4
mod.d T1, M, T1
sub.d II, M, T1
slli.d II, II, BASE_SHIFT

move T1, IY
add.d T2, T1, INCY

vldx U2, AO1, II

fldx.d a1, YY, T1
fldx.d a2, YY, T2

vextrins.d U3, U4, 0x10

vfmadd.d U3, U1, U2, U3

vextrins.d U4, U3, 0x01

fstx.d a1, YY, T1
fstx.d a2, YY, T2

add.d IY, T2, INCY

.L04:
andi T0, M, 1
beq $r0, T0, .L05

addi.d II, M, -1
slli.d II, II, BASE_SHIFT

fldx.d a1, AO1, II
fldx.d a3, YY, IY

fmadd.d a3, $f12, a1, a3

fstx.d a3, YY, IY

add.d IY, IY, INCY

.L05:
add.d AO1, AO1, LDA
add.d IX, IX, INCX

addi.d J, J, 1
blt J, N, .L01

.L999:
LDARG $r23, $sp, 0
LDARG $r24, $sp, 8
LDARG $r25, $sp, 16
LDARG $r26, $sp, 32
LDARG $r27, $sp, 40
LDARG $r28, $sp, 48
LDARG $r29, $sp, 56
LDARG $r30, $sp, 64
LD ALPHA, $sp, 72
addi.d $sp, $sp, 80
jirl $r0, $r1, 0x0

EPILOGUE

+ 279
- 0
kernel/loongarch64/dgemv_t_lsx.S View File

@@ -0,0 +1,279 @@
/*******************************************************************************
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.
*******************************************************************************/

#define ASSEMBLER

#include "common.h"

/* Param */
#define M $r4
#define N $r5
#define A $r7
#define LDA $r8
#define X $r9
#define INCX $r10
#define Y $r11
#define INCY $r6
#define BUFFER $r16
#define ALPHA $f0

#define YORIG $r18
#define T0 $r19
#define T1 $r20
#define AO3 $r12
#define AO4 $r13
#define I $r14
#define J $r15
#define AO1 $r23
#define AO2 $r24
#define IX $r25
#define IY $r26
#define II $r27
#define T2 $r28
#define T3 $r29
#define T4 $r30

/* LSX vectors */
#define U0 $vr11
#define U1 $vr12
#define U2 $vr2
#define U3 $vr3
#define U4 $vr4
#define U5 $vr5
#define U6 $vr6
#define U7 $vr7
#define U8 $vr8
#define U9 $vr9
#define VALPHA $vr10

#define a1 $f3
#define a2 $f4
#define a3 $f5
#define a4 $f6
#define a5 $f7
#define a6 $f8
#define a7 $f9
#define a8 $f10


PROLOGUE

LDARG INCY, $sp, 0
LDARG BUFFER, $sp, 8

addi.d $sp, $sp, -80

SDARG $r23, $sp, 0
SDARG $r24, $sp, 8
SDARG $r25, $sp, 16
SDARG $r26, $sp, 32
SDARG $r27, $sp, 40
SDARG $r28, $sp, 48
SDARG $r29, $sp, 56
SDARG $r30, $sp, 64
ST ALPHA, $sp, 72

vldrepl.d VALPHA, $sp, 72

slli.d LDA, LDA, BASE_SHIFT
slli.d INCX, INCX, BASE_SHIFT
slli.d INCY, INCY, BASE_SHIFT

bge $r0, M, .L999
bge $r0, N, .L999

move J, $r0
move IY, $r0

move AO1, A //a_ptr1

srai.d T0, N, 2 //n/4
beq J, T0, .L04

.L01: /* j<n/4 */
vxor.v U0, U0, U0
vxor.v U7, U7, U7
add.d AO2, AO1, LDA
add.d AO3, AO2, LDA
add.d AO4, AO3, LDA

move IX, $r0
move I, $r0
move II, $r0

beq $r0, M, .L03

.L02: /* i<m */
vldx U1, X, IX
fldx.d $f2, AO1, II
fldx.d $f3, AO2, II
fldx.d $f4, AO3, II
fldx.d $f5, AO4, II

vshuf4i.d U1, U1, 0x00
vextrins.d U2, U3, 0x10
vextrins.d U4, U5, 0x10

vfmadd.d U0, U2, U1, U0 //temp1,2
vfmadd.d U7, U4, U1, U7 //temp3,4

add.d IX, IX, INCX

addi.d II, II, 8
addi.d I, I, 1
blt I, M, .L02

.L03:
move T1, IY
add.d T2, T1, INCY
add.d T3, T2, INCY
add.d T4, T3, INCY

fldx.d $f3, Y, T1
fldx.d $f4, Y, T2
fldx.d $f5, Y, T3
fldx.d $f6, Y, T4

vextrins.d U3, U4, 0x10
vextrins.d U5, U6, 0x10

vfmadd.d U3, VALPHA, U0, U3
vfmadd.d U5, VALPHA, U7, U5

vextrins.d U4, U3, 0x01
vextrins.d U6, U5, 0x01

fstx.d $f3, Y, T1
fstx.d $f4, Y, T2
fstx.d $f5, Y, T3
fstx.d $f6, Y, T4

slli.d T1, LDA, 2
add.d AO1, AO1, T1
add.d IY, T4, INCY

addi.d J, J, 1
blt J, T0, .L01

.L04: /* if(n&2) */
andi T0, N, 2
beq $r0, T0, .L07

vxor.v U0, U0, U0

add.d AO2, AO1, LDA

move IX, $r0
move I, $r0
move II, $r0

beq $r0, M, .L06

.L05: /* i<m */
vldx U1, X, IX
fldx.d $f2, AO1, II
fldx.d $f3, AO2, II

vshuf4i.d U1, U1, 0x00
vextrins.d U2, U3, 0x10

vfmadd.d U0, U2, U1, U0 //temp1,2

add.d IX, IX, INCX

addi.d II, II, 8
addi.d I, I, 1
blt I, M, .L05

.L06:
move T1, IY
add.d T2, T1, INCY

fldx.d a1, Y, T1
fldx.d a2, Y, T2

vextrins.d U3, U4, 0x10

vfmadd.d U3, VALPHA, U0, U3

vextrins.d U4, U3, 0x01

fstx.d a1, Y, T1
fstx.d a2, Y, T2

slli.d T0, LDA, 1
add.d AO1, AO1, T0
add.d IY, T2, INCY

.L07: /* if(n&1) */
andi T0, N, 1
beq $r0, T0, .L999

MTC a1, $r0

move IX, $r0
move I, $r0
move II, $r0

beq $r0, M, .L09

.L08: /* i<m */
fldx.d a3, X, IX
fldx.d a4, AO1, II

fmadd.d a1, a4, a3, a1 //temp1

add.d IX, IX, INCX

addi.d II, II, 8
addi.d I, I, 1
blt I, M, .L08

.L09:
fldx.d a3, Y, IY

fmadd.d a3, ALPHA, a1, a3

fstx.d a3, Y, IY

add.d AO1, AO1, LDA
add.d IY, IY, INCY

.L999:
LDARG $r23, $sp, 0
LDARG $r24, $sp, 8
LDARG $r25, $sp, 16
LDARG $r26, $sp, 32
LDARG $r27, $sp, 40
LDARG $r28, $sp, 48
LDARG $r29, $sp, 56
LDARG $r30, $sp, 64
LD ALPHA, $sp, 72
addi.d $sp, $sp, 80
jirl $r0, $r1, 0x0

EPILOGUE

+ 3
- 0
kernel/loongarch64/loongarch64_asm.S View File

@@ -406,9 +406,12 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
.ifeqs "\suf_op", "s" .ifeqs "\suf_op", "s"
vpackod.d \out, \in, \in vpackod.d \out, \in, \in
\pre_op\()add.\suf_op \out, \out, \in \pre_op\()add.\suf_op \out, \out, \in
.else
vor.v \out, \in, \in
.endif .endif
.endif .endif



.ifnb \more .ifnb \more
GCOMPLEXACC \pre_op, \suf_op, \more GCOMPLEXACC \pre_op, \suf_op, \more
.endif .endif


+ 227
- 0
kernel/loongarch64/sgemv_n_lsx.S View File

@@ -0,0 +1,227 @@
/*******************************************************************************
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.
*******************************************************************************/

#define ASSEMBLER

#include "common.h"

/* Param */
#define M $r4
#define N $r5
#define A $r7
#define LDA $r8
#define X $r9
#define INCX $r10
#define Y $r11
#define INCY $r6
#define BUFFER $r16
#define ALPHA $f0

#define YORIG $r18
#define T0 $r19
#define T1 $r20
#define XX $r12
#define YY $r13
#define I $r14
#define J $r15
#define AO1 $r23
#define AO2 $r24
#define IX $r25
#define IY $r26
#define II $r27
#define T2 $r28
#define T3 $r29
#define T4 $r30

/* LSX vectors */
#define U0 $vr11
#define U1 $vr12
#define U2 $vr2
#define U3 $vr3
#define U4 $vr4
#define U5 $vr5
#define U6 $vr6
#define U7 $vr7
#define U8 $vr8
#define U9 $vr9
#define VALPHA $vr10

#define a1 $f3
#define a2 $f4
#define a3 $f5
#define a4 $f6
#define a5 $f7
#define a6 $f8
#define a7 $f9
#define a8 $f10


PROLOGUE

LDARG INCY, $sp, 0
LDARG BUFFER, $sp, 8

addi.d $sp, $sp, -80

SDARG $r23, $sp, 0
SDARG $r24, $sp, 8
SDARG $r25, $sp, 16
SDARG $r26, $sp, 32
SDARG $r27, $sp, 40
SDARG $r28, $sp, 48
SDARG $r29, $sp, 56
SDARG $r30, $sp, 64
ST ALPHA, $sp, 72

vldrepl.w VALPHA, $sp, 72

slli.d LDA, LDA, BASE_SHIFT
slli.d INCX, INCX, BASE_SHIFT
slli.d INCY, INCY, BASE_SHIFT

bge $r0, M, .L999
bge $r0, N, .L999

move J, $r0
move IX, $r0

move AO1, A //a_ptr
move XX, X
move YY, Y

beq J, M, .L999

.L01:
vldx U0, XX, IX
vpermi.w U0, U0, 0x00

vfmul.s U1, VALPHA, U0 //temp1

move IY, $r0
move II, $r0
move I, $r0

srai.d T0, M, 2 //n/4
beq I, T0, .L03

.L02:
vldx U2, AO1, II

move T1, IY
add.d T2, T1, INCY
add.d T3, T2, INCY
add.d T4, T3, INCY

fldx.s a1, YY, T1
fldx.s a2, YY, T2
fldx.s a3, YY, T3
fldx.s a4, YY, T4

vextrins.w U3, U4, 0x10
vextrins.w U3, U5, 0x20
vextrins.w U3, U6, 0x30

vfmadd.s U3, U1, U2, U3

vextrins.w U4, U3, 0x01
vextrins.w U5, U3, 0x02
vextrins.w U6, U3, 0x03

fstx.s a1, YY, T1
fstx.s a2, YY, T2
fstx.s a3, YY, T3
fstx.s a4, YY, T4

add.d IY, T4, INCY
addi.d II, II, 16
addi.d I, I, 1
blt I, T0, .L02

.L03:
andi T0, M, 2
beq $r0, T0, .L04

addi.d T1, $r0, 4
mod.d T1, M, T1
sub.d II, M, T1
slli.d II, II, BASE_SHIFT

move T1, IY
add.d T2, T1, INCY

fldx.s a1, AO1, II
addi.d T0, II, 4
fldx.s a2, AO1, T0

fldx.s a3, YY, T1
fldx.s a4, YY, T2

fmadd.s a3, $f12, a1, a3
fmadd.s a4, $f12, a2, a4

fstx.s a3, YY, T1
fstx.s a4, YY, T2

add.d IY, T2, INCY

.L04:
andi T0, M, 1
beq $r0, T0, .L05

addi.d II, M, -1
slli.d II, II, BASE_SHIFT

fldx.s a1, AO1, II
fldx.s a3, YY, IY

fmadd.s a3, $f12, a1, a3

fstx.s a3, YY, IY

add.d IY, IY, INCY

.L05:
add.d AO1, AO1, LDA
add.d IX, IX, INCX

addi.d J, J, 1
blt J, N, .L01

.L999:
LDARG $r23, $sp, 0
LDARG $r24, $sp, 8
LDARG $r25, $sp, 16
LDARG $r26, $sp, 32
LDARG $r27, $sp, 40
LDARG $r28, $sp, 48
LDARG $r29, $sp, 56
LDARG $r30, $sp, 64
LD ALPHA, $sp, 72
addi.d $sp, $sp, 80
jirl $r0, $r1, 0x0

EPILOGUE

+ 275
- 0
kernel/loongarch64/sgemv_t_lsx.S View File

@@ -0,0 +1,275 @@
/*******************************************************************************
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.
*******************************************************************************/

#define ASSEMBLER

#include "common.h"

/* Param */
#define M $r4
#define N $r5
#define A $r7
#define LDA $r8
#define X $r9
#define INCX $r10
#define Y $r11
#define INCY $r6
#define BUFFER $r16
#define ALPHA $f0

#define YORIG $r18
#define T0 $r19
#define T1 $r20
#define AO3 $r12
#define AO4 $r13
#define I $r14
#define J $r15
#define AO1 $r23
#define AO2 $r24
#define IX $r25
#define IY $r26
#define II $r27
#define T2 $r28
#define T3 $r29
#define T4 $r30

/* LSX vectors */
#define U0 $vr11
#define U1 $vr12
#define U2 $vr2
#define U3 $vr3
#define U4 $vr4
#define U5 $vr5
#define U6 $vr6
#define U7 $vr7
#define U8 $vr8
#define U9 $vr9
#define VALPHA $vr10

#define a1 $f3
#define a2 $f4
#define a3 $f5
#define a4 $f6
#define a5 $f7
#define a6 $f8
#define a7 $f9
#define a8 $f10


PROLOGUE

LDARG INCY, $sp, 0
LDARG BUFFER, $sp, 8

addi.d $sp, $sp, -80

SDARG $r23, $sp, 0
SDARG $r24, $sp, 8
SDARG $r25, $sp, 16
SDARG $r26, $sp, 32
SDARG $r27, $sp, 40
SDARG $r28, $sp, 48
SDARG $r29, $sp, 56
SDARG $r30, $sp, 64
ST ALPHA, $sp, 72

vldrepl.w VALPHA, $sp, 72

slli.d LDA, LDA, BASE_SHIFT
slli.d INCX, INCX, BASE_SHIFT
slli.d INCY, INCY, BASE_SHIFT

bge $r0, M, .L999
bge $r0, N, .L999

move J, $r0
move IY, $r0

move AO1, A //a_ptr1

srai.d T0, N, 2 //n/4
beq J, T0, .L04

.L01: /* j<n/4 */
vxor.v U0, U0, U0
add.d AO2, AO1, LDA
add.d AO3, AO2, LDA
add.d AO4, AO3, LDA

move IX, $r0
move I, $r0
move II, $r0

beq $r0, M, .L03

.L02: /* i<m */
vldx U1, X, IX
fldx.s $f2, AO1, II
fldx.s $f3, AO2, II
fldx.s $f4, AO3, II
fldx.s $f5, AO4, II

vpermi.w U1, U1, 0x00
vextrins.w U2, U3, 0x10
vextrins.w U2, U4, 0x20
vextrins.w U2, U5, 0x30

vfmadd.s U0, U2, U1, U0 //temp1,2,3,4

add.d IX, IX, INCX

addi.d II, II, 4
addi.d I, I, 1
blt I, M, .L02

.L03:
move T1, IY
add.d T2, T1, INCY
add.d T3, T2, INCY
add.d T4, T3, INCY

fldx.s a1, Y, T1
fldx.s a2, Y, T2
fldx.s a3, Y, T3
fldx.s a4, Y, T4

vextrins.w U3, U4, 0x10
vextrins.w U3, U5, 0x20
vextrins.w U3, U6, 0x30

vfmadd.s U3, VALPHA, U0, U3

vextrins.w U4, U3, 0x01
vextrins.w U5, U3, 0x02
vextrins.w U6, U3, 0x03

fstx.s a1, Y, T1
fstx.s a2, Y, T2
fstx.s a3, Y, T3
fstx.s a4, Y, T4

slli.d T1, LDA, 2
add.d AO1, AO1, T1
add.d IY, T4, INCY

addi.d J, J, 1
blt J, T0, .L01

.L04: /* if(n&2) */
andi T0, N, 2
beq $r0, T0, .L07

MTC a1, $r0
MTC a2, $r0

add.d AO2, AO1, LDA

move IX, $r0
move I, $r0
move II, $r0

beq $r0, M, .L06

.L05: /* i<m */
fldx.s a3, X, IX
fldx.s a4, AO1, II
fldx.s a5, AO2, II

fmadd.s a1, a4, a3, a1 //temp1
fmadd.s a2, a5, a3, a2 //temp2

add.d IX, IX, INCX

addi.d II, II, 4
addi.d I, I, 1
blt I, M, .L05

.L06:
move T1, IY
add.d T2, T1, INCY

fldx.s a3, Y, T1
fldx.s a4, Y, T2

fmadd.s a3, ALPHA, a1, a3
fmadd.s a4, ALPHA, a2, a4

fstx.s a3, Y, T1
fstx.s a4, Y, T2

slli.d T0, LDA, 1
add.d AO1, AO1, T0
add.d IY, T2, INCY

.L07: /* if(n&1) */
andi T0, N, 1
beq $r0, T0, .L999

MTC a1, $r0

move IX, $r0
move I, $r0
move II, $r0

beq $r0, M, .L09

.L08: /* i<m */
fldx.s a3, X, IX
fldx.s a4, AO1, II

fmadd.s a1, a4, a3, a1 //temp1

add.d IX, IX, INCX

addi.d II, II, 4
addi.d I, I, 1
blt I, M, .L08

.L09:
fldx.s a3, Y, IY

fmadd.s a3, ALPHA, a1, a3

fstx.s a3, Y, IY

add.d AO1, AO1, LDA
add.d IY, IY, INCY

.L999:
LDARG $r23, $sp, 0
LDARG $r24, $sp, 8
LDARG $r25, $sp, 16
LDARG $r26, $sp, 32
LDARG $r27, $sp, 40
LDARG $r28, $sp, 48
LDARG $r29, $sp, 56
LDARG $r30, $sp, 64
LD ALPHA, $sp, 72
addi.d $sp, $sp, 80
jirl $r0, $r1, 0x0

EPILOGUE

+ 296
- 0
kernel/loongarch64/zgemv_n_2_lsx.S View File

@@ -0,0 +1,296 @@
/*******************************************************************************
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.
*******************************************************************************/
#define ASSEMBLER

#include "common.h"
#include "loongarch64_asm.S"

/* int CNAME(BLASLONG m, BLASLONG n, BLASLONG dummy1, FLOAT alpha_r, FLOAT alpha_i,
* FLOAT *a, BLASLONG lda, FLOAT *x, BLASLONG inc_x, FLOAT *y, BLASLONG inc_y, FLOAT *buffer)
*/
#define M $r4
#define N $r5
#define ALPHA_R $f0
#define ALPHA_I $f1
#define A $r7
#define LDA $r8
#define X $r9
#define INC_X $r10
#define Y $r11
#define INC_Y $r6

#define J $r12
#define I $r13
#define K $r14
#define Y_ORG $r15
#define OFFSET $r16
#define K_LDA $r17
#define M16 $r18
#define T0 $r19
#define PA0 $r20
#define PA1 $r23
#define PA2 $r24
#define PA3 $r25
#define PA4 $r26
#define PA5 $r27
#define PA6 $r28
#define PA7 $r29

#define VALPHA $vr1
#define X0 $vr2
#define X1 $vr3
#define X2 $vr4
#define X3 $vr5
#define X4 $vr6
#define X5 $vr7
#define X6 $vr8
#define X7 $vr9
#define Y0 $vr10
#define Y1 $vr11
#define A0 $vr12
#define A1 $vr13
#define A2 $vr14
#define A3 $vr15
#define A4 $vr16
#define A5 $vr17
#define A6 $vr18
#define A7 $vr19
#define A8 $vr20
#define A9 $vr21
#define A10 $vr22
#define A11 $vr23
#define A12 $vr24
#define A13 $vr25
#define A14 $vr26
#define A15 $vr27
#define TMP0 $vr28
#define TMP1 $vr29
#define TMP2 $vr30

#if !defined(CONJ)
#if !defined(XCONJ)
#define GXCONJ 0
#define GCONJ 0
#else
#define GXCONJ 1
#define GCONJ 0
#endif
#else
#if !defined(XCONJ)
#define GXCONJ 0
#define GCONJ 1
#else
#define GXCONJ 1
#define GCONJ 1
#endif
#endif

.macro ZLOAD_X_2
GLD v, , X0, X, 0x00, X1, X, 0x10
GCOMPLEXMUL GXCONJ, \
vf, d, X0, VALPHA, X0, TMP0, TMP1, TMP2, \
X1, VALPHA, X1, TMP0, TMP1, TMP2
.endm

.macro ZLOAD_X_2_GAP
vld X0, X, 0
PTR_ADD T0, X, INC_X
vld X1, T0, 0

GCOMPLEXMUL GXCONJ, \
vf, d, X0, VALPHA, X0, TMP0, TMP1, TMP2, \
X1, VALPHA, X1, TMP0, TMP1, TMP2
.endm

.macro ZLOAD_X_1
GLD v, , X0, X, 0x00
GCOMPLEXMUL GXCONJ, \
vf, d, X0, VALPHA, X0, TMP0, TMP1, TMP2
.endm

.macro ZLOAD_Y_2
GLD v, , Y0, Y, 0, Y1, Y, 0x10
.endm

.macro ZLOAD_Y_2_GAP
vld $vr10, Y, 0
vldx $vr11, Y, INC_Y
.endm

.macro ZLOAD_Y_1
vld $vr10, Y, 0
.endm

.macro ZGEMV_N_2x2
GLD_INC v, , 0x10, \
A0, PA0, 0, A1, PA0, 0, \
A2, PA1, 0, A3, PA1, 0
GCOMPLEXMADD GXCONJ, GCONJ, \
vf, d, Y0, X0, A0, Y0, TMP0, TMP1, TMP2, Y1, X0, A1, Y1, TMP0, TMP1, TMP2, \
Y0, X1, A2, Y0, TMP0, TMP1, TMP2, Y1, X1, A3, Y1, TMP0, TMP1, TMP2
.endm

.macro ZGEMV_N_1x2
GLD_INC v, , 0x10, $vr12, PA0, 0, $vr14, PA1, 0
GCOMPLEXMADD GXCONJ, GCONJ, \
vf, d, Y0, X0, A0, Y0, TMP0, TMP1, TMP2, \
Y0, X1, A2, Y0, TMP0, TMP1, TMP2
.endm

.macro ZGEMV_N_1x1
GLD_INC v, , 0x10, $vr12, PA0, 0
GCOMPLEXMADD GXCONJ, GCONJ, \
vf, d, Y0, X0, A0, Y0, TMP0, TMP1, TMP2
.endm

.macro ZSTORE_Y_2
GST v, , Y0, Y, 0, Y1, Y, 0x10
.endm

.macro ZSTORE_Y_2_GAP
vst Y0, Y, 0
vstx Y1, Y, INC_Y
.endm

.macro ZSTORE_Y_1
vst $vr10, Y, 0
.endm

.macro ZGEMV_N_LSX XW:req, X_2:req, X_1:req, Y_2:req, Y_1:req
PTR_SRLI J, N, 1
beqz J, .L_\XW\()_N_1
PTR_SLLI K_LDA, LDA, 1
PTR_SUB K_LDA, K_LDA, M16
.L_\XW\()_N_L2:
ZLOAD_\X_2
xor K, K, K
move Y, Y_ORG
PTR_SRLI I, M, 1
beqz I, .L_\XW\()_M_1
.align 5
.L_\XW\()_M_L2:
ZLOAD_\Y_2
ZGEMV_N_2x2
ZSTORE_\Y_2
PTR_ADDI I, I, -1
PTR_ALSL Y, INC_Y, Y, 1
PTR_ADDI K, K, 4
bnez I, .L_\XW\()_M_L2
.L_\XW\()_M_1:
andi I, M, 1
beqz I, .L_\XW\()_M_END
.align 5
.L_\XW\()_M_L1:
ZLOAD_\Y_1
ZGEMV_N_1x2
ZSTORE_\Y_1
PTR_ADDI I, I, -1
PTR_ADD Y, Y, INC_Y
PTR_ADDI K, K, 1
bnez I, .L_\XW\()_M_L1
.L_\XW\()_M_END:
PTR_ADDI J, J, -1
#if __loongarch_grlen == 64
GADD , d, PA0, PA0, K_LDA, PA1, PA1, K_LDA
#elif __loongarch_grlen == 32
GADD , w, PA0, PA0, K_LDA, PA1, PA1, K_LDA
#else
GADD , d, PA0, PA0, K_LDA, PA1, PA1, K_LDA
#endif
PTR_ALSL X, INC_X, X, 1
bnez J, .L_\XW\()_N_L2
.L_\XW\()_N_1:
andi J, N, 1
beqz J, .L_END
.L_\XW\()_N_L1:
ZLOAD_\X_1
xor K, K, K
move Y, Y_ORG
move I, M
beqz I, .L_END
.align 5
.L_\XW\()_N_1_M_L1:
ZLOAD_\Y_1
ZGEMV_N_1x1
ZSTORE_\Y_1
PTR_ADDI I, I, -1
PTR_ADD Y, Y, INC_Y
PTR_ADDI K, K, 1
bnez I, .L_\XW\()_N_1_M_L1
.L_\XW\()_N_1_M_END:
PTR_ADDI J, J, -1
PTR_SUB K_LDA, LDA, M16
PTR_ADD PA0, PA0, K_LDA
PTR_ADD X, X, INC_X
bnez J, .L_\XW\()_N_L1

b .L_END
.endm

PROLOGUE
PTR_LD INC_Y, $sp, 0
push_if_used 17 + 7, 31
PTR_ADDI K, $r0, 0x01
PTR_SUB I, INC_X, K
PTR_SUB J, INC_Y, K
maskeqz I, K, I /* if(inc_x == 1) I = 0; else I = 1; */
maskeqz J, K, J /* if(inc_y == 1) j = 0; else j = 1; */
PTR_ALSL I, I, J, 1
GSLLI , d, LDA, LDA, 4, INC_X, INC_X, 4, INC_Y, INC_Y, 4, M16, M, 4
// Init VALPHA
vpackev.d VALPHA, $vr1, $vr0
move Y_ORG, Y
move PA0, A
#if __loongarch_grlen == 64
GADD , d, PA1, PA0, LDA
#elif __loongarch_grlen == 32
GADD , w, PA1, PA0, LDA
#else
GADD , d, PA1, PA0, LDA
#endif
la.local T0, .L_GAP_TABLE
PTR_ALSL I, I, T0, 1
ld.h K, I, 0 // Obtain the offset address
PTR_ADD T0, T0, K
jirl $r0, T0, 0
.L_GAP_TABLE:
.hword .L_GAP_0_0 - .L_GAP_TABLE
.hword .L_GAP_0_1 - .L_GAP_TABLE
.hword .L_GAP_1_0 - .L_GAP_TABLE
.hword .L_GAP_1_1 - .L_GAP_TABLE
.L_GAP_0_0: /* if (inc_x == 1) && (incy == 1) */
ZGEMV_N_LSX GAP_0_0, X_2, X_1, Y_2, Y_1
.L_GAP_0_1: /* if (inc_x == 1) && (incy != 1) */
ZGEMV_N_LSX GAP_0_1, X_2, X_1, Y_2_GAP, Y_1
.L_GAP_1_0: /* if (inc_x != 1) && (incy == 1) */
ZGEMV_N_LSX GAP_1_0, X_2_GAP, X_1, Y_2, Y_1
.L_GAP_1_1: /* if (inc_x != 1) && (incy != 1) */
ZGEMV_N_LSX GAP_1_1, X_2_GAP, X_1, Y_2_GAP, Y_1
.L_END:
pop_if_used 17 + 7, 31
jirl $r0, $r1, 0x0
EPILOGUE

+ 9
- 9
kernel/loongarch64/zgemv_n_4_lasx.S View File

@@ -122,10 +122,10 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
GLD xv, , X0, X, 0x00, X1, X, 0x10, X2, X, 0x20, X3, X, 0x30 GLD xv, , X0, X, 0x00, X1, X, 0x10, X2, X, 0x20, X3, X, 0x30
GPERMI xv, q, X0, X0, 0, X1, X1, 0, X2, X2, 0, X3, X3, 0 GPERMI xv, q, X0, X0, 0, X1, X1, 0, X2, X2, 0, X3, X3, 0
GCOMPLEXMUL GXCONJ, \ GCOMPLEXMUL GXCONJ, \
xvf, d, X0, X0, VALPHA, TMP0, TMP1, TMP2, \
X1, X1, VALPHA, TMP0, TMP1, TMP2, \
X2, X2, VALPHA, TMP0, TMP1, TMP2, \
X3, X3, VALPHA, TMP0, TMP1, TMP2
xvf, d, X0, VALPHA, X0, TMP0, TMP1, TMP2, \
X1, VALPHA, X1, TMP0, TMP1, TMP2, \
X2, VALPHA, X2, TMP0, TMP1, TMP2, \
X3, VALPHA, X3, TMP0, TMP1, TMP2
.endm .endm


.macro ZLOAD_X_4_GAP .macro ZLOAD_X_4_GAP
@@ -145,10 +145,10 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
xvpermi.q X3, X3, 0 xvpermi.q X3, X3, 0


GCOMPLEXMUL GXCONJ, \ GCOMPLEXMUL GXCONJ, \
xvf, d, X0, X0, VALPHA, TMP0, TMP1, TMP2, \
X1, X1, VALPHA, TMP0, TMP1, TMP2, \
X2, X2, VALPHA, TMP0, TMP1, TMP2, \
X3, X3, VALPHA, TMP0, TMP1, TMP2
xvf, d, X0, VALPHA, X0, TMP0, TMP1, TMP2, \
X1, VALPHA, X1, TMP0, TMP1, TMP2, \
X2, VALPHA, X2, TMP0, TMP1, TMP2, \
X3, VALPHA, X3, TMP0, TMP1, TMP2
.endm .endm


.macro ZLOAD_Y_4 .macro ZLOAD_Y_4
@@ -216,7 +216,7 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
GLD xv, , X0, X, 0x00 GLD xv, , X0, X, 0x00
GPERMI xv, q, X0, X0, 0 GPERMI xv, q, X0, X0, 0
GCOMPLEXMUL GXCONJ, \ GCOMPLEXMUL GXCONJ, \
xvf, d, X0, X0, VALPHA, TMP0, TMP1, TMP2
xvf, d, X0, VALPHA, X0, TMP0, TMP1, TMP2
.endm .endm


.macro ZGEMV_N_1x1 .macro ZGEMV_N_1x1


+ 268
- 0
kernel/loongarch64/zgemv_t_2_lsx.S View File

@@ -0,0 +1,268 @@
/*******************************************************************************
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.
*******************************************************************************/
#define ASSEMBLER

#include "common.h"
#include "loongarch64_asm.S"

/* int CNAME(BLASLONG m, BLASLONG n, BLASLONG dummy1, FLOAT alpha_r, FLOAT alpha_i,
* FLOAT *a, BLASLONG lda, FLOAT *x, BLASLONG inc_x, FLOAT *y, BLASLONG inc_y, FLOAT *buffer)
*/
#define M $r4
#define N $r5
#define ALPHA_R $f0
#define ALPHA_I $f1
#define A $r7
#define LDA $r8
#define X $r9
#define INC_X $r10
#define Y $r11
#define INC_Y $r6

#define J $r12
#define I $r13
#define K $r14
#define PY0 $r14
#define X_ORG $r15
#define PY1 $r16
#define K_LDA $r17
#define PY2 $r18
#define T0 $r19
#define PA0 $r20
#define PA1 $r23
#define PA2 $r24
#define PA3 $r25
#define PA4 $r26
#define PA5 $r27
#define PA6 $r28
#define PA7 $r29
#define M16 $r30

#define VALPHA $vr0
#define X0 $vr1
#define X1 $vr2
#define A0 $vr3
#define A1 $vr4
#define A2 $vr5
#define A3 $vr6
#define A4 $vr7
#define A5 $vr8
#define A6 $vr9
#define A7 $vr10
#define A8 $vr11
#define A9 $vr12
#define A10 $vr13
#define A11 $vr14
#define A12 $vr15
#define A13 $vr16
#define A14 $vr17
#define A15 $vr18
#define TP0 $vr19
#define TP1 $vr20
#define TP2 $vr21
#define TP3 $vr22
#define TP4 $vr23
#define TP5 $vr24
#define TP6 $vr25
#define TP7 $vr26
#define TMP0 $vr27
#define TMP1 $vr28
#define TMP2 $vr29
#define Y0 $vr3
#define Y1 $vr4
#define Y2 $vr5
#define Y3 $vr6
#define Y4 $vr7
#define Y5 $vr8
#define Y6 $vr9
#define Y7 $vr10

#if ( !defined(CONJ) && !defined(XCONJ) ) || ( defined(CONJ) && defined(XCONJ) )
#define GXCONJ1 0
#define GCONJ1 0
#else
#define GXCONJ1 1
#define GCONJ1 0
#endif

#if !defined(XCONJ)
#define GXCONJ2 0
#define GCONJ2 0
#else
#define GXCONJ2 0
#define GCONJ2 1
#endif

.macro ZERO_Y2
GXOR v, v, TP0, TP0, TP0, TP1, TP1, TP1
.endm

.macro ZERO_Y1
GXOR v, v, TP0, TP0, TP0
.endm

.macro ZLOAD_X2
GLD v, , X0, X, 0x00, X1, X, 0x10
.endm

.macro ZLOAD_X2_GAP
vld X0, X, 0
vldx X1, X, INC_X
.endm

.macro ZGEMV_T_2x2
GLD_INC v, , 0x10, \
A0, PA0, 0, A1, PA0, 0, \
A2, PA1, 0, A3, PA1, 0
GCOMPLEXMADD GXCONJ1, GCONJ1, \
vf, d, TP0, A0, X0, TP0, TMP0, TMP1, TMP2, TP0, A1, X1, TP0, TMP0, TMP1, TMP2, \
TP1, A2, X0, TP1, TMP0, TMP1, TMP2, TP1, A3, X1, TP1, TMP0, TMP1, TMP2
.endm

.macro ZGEMV_T_LSX XW:req, X2:req
PTR_SRLI J, N, 1
beqz J, .L_\XW\()_N_1
PTR_SLLI K_LDA, LDA, 1
PTR_SUB K_LDA, K_LDA, M16
.L_\XW\()_N_L2:
ZERO_Y2
move X, X_ORG
PTR_SRLI I, M, 1
beqz I, .L_\XW\()_M_1
.align 5
.L_\XW\()_M_L2:
ZLOAD_\X2
ZGEMV_T_2x2
PTR_ADDI I, I, -1
PTR_ALSL X, INC_X, X, 1
bnez I, .L_\XW\()_M_L2
.L_\XW\()_M_1:
// Accumulated
GCOMPLEXACC vf, d, Y0, TP0, Y1, TP1
andi I, M, 1
beqz I, .L_\XW\()_M_END
.align 5
.L_\XW\()_M_L1:
GLD v, , X0, X, 0x00, A8, PA0, 0x00, A9, PA1, 0x00
#if __loongarch_grlen == 64
GADDI , d, PA0, PA0, 0x10, PA1, PA1, 0x10
#elif __loongarch_grlen == 32
GADDI , w, PA0, PA0, 0x10, PA1, PA1, 0x10
#else
GADDI , d, PA0, PA0, 0x10, PA1, PA1, 0x10
#endif

GCOMPLEXMADD GXCONJ1, GCONJ1, \
vf, d, A0, A8, X0, A0, TMP0, TMP1, TMP2, A1, A9, X0, A1, TMP0, TMP1, TMP2

PTR_ADDI I, I, -1
PTR_ADD X, X, INC_X
bnez I, .L_\XW\()_M_L1
.L_\XW\()_M_END:
vld A8, Y, 0x00
vldx A9, Y, INC_Y

GCOMPLEXMADD GXCONJ2, GCONJ2, \
vf, d, A8, VALPHA, A0, A8, TMP0, TMP1, TMP2, A9, VALPHA, A1, A9, TMP0, TMP1, TMP2

PTR_ADDI J, J, -1
#if __loongarch_grlen == 64
GADD , d, PA0, PA0, K_LDA, PA1, PA1, K_LDA
#elif __loongarch_grlen == 32
GADD , w, PA0, PA0, K_LDA, PA1, PA1, K_LDA
#else
GADD , d, PA0, PA0, K_LDA, PA1, PA1, K_LDA
#endif
vst $vr11, Y, 0x00
vstx $vr12, Y, INC_Y
PTR_ALSL Y, INC_Y, Y, 1
bnez J, .L_\XW\()_N_L2
.L_\XW\()_N_1:
andi J, N, 1
beqz J, .L_END
PTR_SUB K_LDA, LDA, M16
.L_\XW\()_N_L1:
ZERO_Y1
move X, X_ORG
move I, M
beqz I, .L_END
.align 5
.L_\XW\()_N_1_M_L1:
GLD v, , A0, PA0, 0x00, X0, X, 0x00
GCOMPLEXMADD GXCONJ1, GCONJ1, \
vf, d, TP0, A0, X0, TP0, TMP0, TMP1, TMP2
PTR_ADDI I, I, -1
PTR_ADD X, X, INC_X
PTR_ADDI PA0, PA0, 0x10
bnez I, .L_\XW\()_N_1_M_L1
.L_\XW\()_N_1_M_END:
PTR_ADDI J, J, -1
vld A0, Y, 0x00
GCOMPLEXMADD GXCONJ2, GCONJ2, \
vf, d, A0, VALPHA, TP0, A0, TMP0, TMP1, TMP2
vst $vr3, Y, 0x00
PTR_ADD PA0, PA0, K_LDA
PTR_ADD Y, Y, INC_Y
bnez J, .L_\XW\()_N_L1

b .L_END
.endm

PROLOGUE
PTR_LD INC_Y, $sp, 0
push_if_used 17 + 8, 30
PTR_ADDI K, $r0, 0x01
PTR_SUB I, INC_X, K
maskeqz I, K, I /* if(inc_x == 1) I = 0; else I = 1; */
GSLLI , d, LDA, LDA, 4, INC_X, INC_X, 4, INC_Y, INC_Y, 4, M16, M, 4
// Init VALPHA
vpackev.d VALPHA, $vr1, $vr0
move X_ORG, X
move PA0, A
#if __loongarch_grlen == 64
GADD , d, PA1, PA0, LDA
#elif __loongarch_grlen == 32
GADD , w, PA1, PA0, LDA
#else
GADD , d, PA1, PA0, LDA
#endif
la.local T0, .L_GAP_TABLE
PTR_ALSL I, I, T0, 1
ld.h K, I, 0
PTR_ADD T0, T0, K
jirl $r0, T0, 0
.L_GAP_TABLE:
.hword .L_GAP_0 - .L_GAP_TABLE
.hword .L_GAP_1 - .L_GAP_TABLE
.L_GAP_0: /* if (incx == 1) */
ZGEMV_T_LSX GAP_0, X2
.L_GAP_1: /* if (incx != 1) */
ZGEMV_T_LSX GAP_1, X2_GAP
.L_END:
pop_if_used 17 + 8, 30
jirl $r0, $r1, 0x0
EPILOGUE

+ 4
- 17
kernel/power/KERNEL.POWER10 View File

@@ -16,13 +16,8 @@ SBGEMMOTCOPYOBJ = sbgemm_otcopy$(TSUFFIX).$(SUFFIX)


STRMMKERNEL = sgemm_kernel_power10.c STRMMKERNEL = sgemm_kernel_power10.c
DTRMMKERNEL = dgemm_kernel_power10.c DTRMMKERNEL = dgemm_kernel_power10.c
ifeq ($(OSNAME), AIX)
CTRMMKERNEL = ctrmm_kernel_8x4_power8.S
ZTRMMKERNEL = ztrmm_kernel_8x2_power8.S
else
CTRMMKERNEL = cgemm_kernel_power10.S
ZTRMMKERNEL = zgemm_kernel_power10.S
endif
CTRMMKERNEL = cgemm_kernel_power10.c
ZTRMMKERNEL = zgemm_kernel_power10.c


SGEMMKERNEL = sgemm_kernel_power10.c SGEMMKERNEL = sgemm_kernel_power10.c
SGEMMINCOPY = sgemm_ncopy_16_power.c SGEMMINCOPY = sgemm_ncopy_16_power.c
@@ -64,11 +59,7 @@ DGEMM_SMALL_K_B0_TT = dgemm_small_kernel_tt_power10.c
DGEMM_SMALL_K_TN = dgemm_small_kernel_tn_power10.c DGEMM_SMALL_K_TN = dgemm_small_kernel_tn_power10.c
DGEMM_SMALL_K_B0_TN = dgemm_small_kernel_tn_power10.c DGEMM_SMALL_K_B0_TN = dgemm_small_kernel_tn_power10.c


ifeq ($(OSNAME), AIX)
CGEMMKERNEL = cgemm_kernel_8x4_power8.S
else
CGEMMKERNEL = cgemm_kernel_power10.S
endif
CGEMMKERNEL = cgemm_kernel_power10.c
#CGEMMKERNEL = cgemm_kernel_8x4_power8.S #CGEMMKERNEL = cgemm_kernel_8x4_power8.S
CGEMMINCOPY = ../generic/zgemm_ncopy_8.c CGEMMINCOPY = ../generic/zgemm_ncopy_8.c
ifeq ($(OSNAME), AIX) ifeq ($(OSNAME), AIX)
@@ -83,11 +74,7 @@ CGEMMOTCOPYOBJ = cgemm_otcopy$(TSUFFIX).$(SUFFIX)
CGEMMINCOPYOBJ = cgemm_incopy$(TSUFFIX).$(SUFFIX) CGEMMINCOPYOBJ = cgemm_incopy$(TSUFFIX).$(SUFFIX)
CGEMMITCOPYOBJ = cgemm_itcopy$(TSUFFIX).$(SUFFIX) CGEMMITCOPYOBJ = cgemm_itcopy$(TSUFFIX).$(SUFFIX)


ifeq ($(OSNAME), AIX)
ZGEMMKERNEL = zgemm_kernel_8x2_power8.S
else
ZGEMMKERNEL = zgemm_kernel_power10.S
endif
ZGEMMKERNEL = zgemm_kernel_power10.c
ZGEMMONCOPY = ../generic/zgemm_ncopy_2.c ZGEMMONCOPY = ../generic/zgemm_ncopy_2.c
ZGEMMOTCOPY = ../generic/zgemm_tcopy_2.c ZGEMMOTCOPY = ../generic/zgemm_tcopy_2.c
ZGEMMINCOPY = ../generic/zgemm_ncopy_8.c ZGEMMINCOPY = ../generic/zgemm_ncopy_8.c


+ 1115
- 0
kernel/power/cgemm_kernel_power10.c
File diff suppressed because it is too large
View File


+ 736
- 0
kernel/power/zgemm_kernel_power10.c View File

@@ -0,0 +1,736 @@
/*********************************************************************************
Copyright (c) 2020, The OpenBLAS Project
All rights reserved.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are
met:
1. Redistributions of source code must retain the above copyright
notice, this list of conditions and the following disclaimer.
2. Redistributions in binary form must reproduce the above copyright
notice, this list of conditions and the following disclaimer in
the documentation and/or other materials provided with the
distribution.
3. Neither the name of the OpenBLAS project nor the names of
its contributors may be used to endorse or promote products
derived from this software without specific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
ARE DISCLAIMED. IN NO EVENT SHALL THE OPENBLAS PROJECT OR CONTRIBUTORS BE
LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
**********************************************************************************/
#include "common.h"
#include <altivec.h>

typedef __vector unsigned char vec_t;
typedef FLOAT v4sf_t __attribute__ ((vector_size (16)));

#define SET_ACC_ZERO() \
__builtin_mma_xxsetaccz (&acc0); \
__builtin_mma_xxsetaccz (&acc1); \
__builtin_mma_xxsetaccz (&acc2); \
__builtin_mma_xxsetaccz (&acc3); \
__builtin_mma_xxsetaccz (&acc4); \
__builtin_mma_xxsetaccz (&acc5); \
__builtin_mma_xxsetaccz (&acc6); \
__builtin_mma_xxsetaccz (&acc7);

#if (defined(NN) || defined(NT) || defined(TN) || defined(TT))
#define COMP_MUL(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real = _arbr - _aibi; _imag = _arbi + _aibr; }
#define COMP_MAC(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real += _arbr - _aibi; _imag += _arbi + _aibr; }
#endif

#if (defined(NR) || defined(NC) || defined(TR) || defined(TC))
#define COMP_MUL(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real = _arbr + _aibi; _imag = -_arbi + _aibr; }
#define COMP_MAC(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real += _arbr + _aibi; _imag += -_arbi + _aibr; }
#endif

#if (defined(RN) || defined(RT) || defined(CN) || defined(CT))
#define COMP_MUL(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real = _arbr + _aibi; _imag = _arbi - _aibr; }
#define COMP_MAC(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real += _arbr + _aibi; _imag += _arbi - _aibr; }
#endif

#if (defined(RR) || defined(RC) || defined(CR) || defined(CC))
#define COMP_MUL(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real = _arbr - _aibi; _imag = -_arbi - _aibr; }
#define COMP_MAC(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real += _arbr - _aibi; _imag += -_arbi - _aibr; }
#endif

#if defined(TRMMKERNEL)
#define A_OP =
#else
#define A_OP +=
#endif

#define BUILTIN_MMA_DISASSEMBLE_ACC_8 \
__builtin_mma_disassemble_acc ((void *)result, &acc0); \
__builtin_mma_disassemble_acc ((void *)&result[4], &acc1); \
__builtin_mma_disassemble_acc ((void *)&result[8], &acc2); \
__builtin_mma_disassemble_acc ((void *)&result[12], &acc3); \
__builtin_mma_disassemble_acc ((void *)&result[16], &acc4); \
__builtin_mma_disassemble_acc ((void *)&result[20], &acc5); \
__builtin_mma_disassemble_acc ((void *)&result[24], &acc6); \
__builtin_mma_disassemble_acc ((void *)&result[28], &acc7);

#define SAVE_ACC_COMPLEX_11 \
BUILTIN_MMA_DISASSEMBLE_ACC_8 \
COMP_MUL(tr[0], res[ 0], res[ 3], ti[0], res[ 1], res[ 2]) \
COMP_MAC(tr[0], res[ 8], res[11], ti[0], res[ 9], res[10]) \
COMP_MAC(tr[0], res[16], res[19], ti[0], res[17], res[18]) \
COMP_MAC(tr[0], res[24], res[27], ti[0], res[25], res[26]) \
COMP_MAC(tr[0], res[32], res[35], ti[0], res[33], res[34]) \
COMP_MAC(tr[0], res[40], res[43], ti[0], res[41], res[42]) \
COMP_MAC(tr[0], res[48], res[51], ti[0], res[49], res[50]) \
COMP_MAC(tr[0], res[56], res[59], ti[0], res[57], res[58]) \
CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \
CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i;

#define SAVE_ACC_COMPLEX_12 \
BUILTIN_MMA_DISASSEMBLE_ACC_8 \
COMP_MUL(tr[0], res[ 0], res[ 3], ti[0], res[ 1], res[ 2]) \
COMP_MUL(tr[1], res[ 8], res[11], ti[1], res[ 9], res[10]) \
COMP_MAC(tr[0], res[16], res[19], ti[0], res[17], res[18]) \
COMP_MAC(tr[1], res[24], res[27], ti[1], res[25], res[26]) \
COMP_MAC(tr[0], res[32], res[35], ti[0], res[33], res[34]) \
COMP_MAC(tr[1], res[40], res[43], ti[1], res[41], res[42]) \
COMP_MAC(tr[0], res[48], res[51], ti[0], res[49], res[50]) \
COMP_MAC(tr[1], res[56], res[59], ti[1], res[57], res[58]) \
CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \
CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \
CO[2*ldc+0] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \
CO[2*ldc+1] A_OP ti[1] * alpha_r + tr[1] * alpha_i;

#define SAVE_ACC_COMPLEX_21_1 \
BUILTIN_MMA_DISASSEMBLE_ACC_8 \
COMP_MUL(tr[0], res[ 0], res[ 3], ti[0], res[ 1], res[ 2]) \
COMP_MUL(tr[1], res[ 4], res[ 7], ti[1], res[ 5], res[ 6]) \
COMP_MAC(tr[0], res[ 8], res[11], ti[0], res[ 9], res[10]) \
COMP_MAC(tr[1], res[12], res[15], ti[1], res[13], res[14]) \
COMP_MAC(tr[0], res[16], res[19], ti[0], res[17], res[18]) \
COMP_MAC(tr[1], res[20], res[23], ti[1], res[21], res[22]) \
COMP_MAC(tr[0], res[24], res[27], ti[0], res[25], res[26]) \
COMP_MAC(tr[1], res[28], res[31], ti[1], res[29], res[30]) \
COMP_MAC(tr[0], res[32], res[35], ti[0], res[33], res[34]) \
COMP_MAC(tr[1], res[36], res[39], ti[1], res[37], res[38]) \
COMP_MAC(tr[0], res[40], res[43], ti[0], res[41], res[42]) \
COMP_MAC(tr[1], res[44], res[47], ti[1], res[45], res[46]) \
COMP_MAC(tr[0], res[48], res[51], ti[0], res[49], res[50]) \
COMP_MAC(tr[1], res[52], res[55], ti[1], res[53], res[54]) \
COMP_MAC(tr[0], res[56], res[59], ti[0], res[57], res[58]) \
COMP_MAC(tr[1], res[60], res[63], ti[1], res[61], res[62]) \
CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \
CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \
CO[2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \
CO[3] A_OP ti[1] * alpha_r + tr[1] * alpha_i;

#define SAVE_ACC_COMPLEX_21_2 \
BUILTIN_MMA_DISASSEMBLE_ACC_8 \
COMP_MUL(tr[0], res[ 0], res[ 3], ti[0], res[ 1], res[ 2]) \
COMP_MUL(tr[1], res[ 4], res[ 7], ti[1], res[ 5], res[ 6]) \
COMP_MUL(tr[2], res[ 8], res[11], ti[2], res[ 9], res[10]) \
COMP_MUL(tr[3], res[12], res[15], ti[3], res[13], res[14]) \
COMP_MAC(tr[0], res[16], res[19], ti[0], res[17], res[18]) \
COMP_MAC(tr[1], res[20], res[23], ti[1], res[21], res[22]) \
COMP_MAC(tr[2], res[24], res[27], ti[2], res[25], res[26]) \
COMP_MAC(tr[3], res[28], res[31], ti[3], res[29], res[30]) \
COMP_MAC(tr[0], res[32], res[35], ti[0], res[33], res[34]) \
COMP_MAC(tr[1], res[36], res[39], ti[1], res[37], res[38]) \
COMP_MAC(tr[2], res[40], res[43], ti[2], res[41], res[42]) \
COMP_MAC(tr[3], res[44], res[47], ti[3], res[45], res[46]) \
COMP_MAC(tr[0], res[48], res[51], ti[0], res[49], res[50]) \
COMP_MAC(tr[1], res[52], res[55], ti[1], res[53], res[54]) \
COMP_MAC(tr[2], res[56], res[59], ti[2], res[57], res[58]) \
COMP_MAC(tr[3], res[60], res[63], ti[3], res[61], res[62]) \
CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \
CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \
CO[2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \
CO[3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \
CO[4] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \
CO[5] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \
CO[6] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \
CO[7] A_OP ti[3] * alpha_r + tr[3] * alpha_i;

#define SAVE_ACC_COMPLEX_21_4 \
BUILTIN_MMA_DISASSEMBLE_ACC_8 \
COMP_MUL(tr[0], res[ 0], res[ 3], ti[0], res[ 1], res[ 2]) \
COMP_MUL(tr[1], res[ 4], res[ 7], ti[1], res[ 5], res[ 6]) \
COMP_MUL(tr[2], res[ 8], res[11], ti[2], res[ 9], res[10]) \
COMP_MUL(tr[3], res[12], res[15], ti[3], res[13], res[14]) \
COMP_MUL(tr[4], res[16], res[19], ti[4], res[17], res[18]) \
COMP_MUL(tr[5], res[20], res[23], ti[5], res[21], res[22]) \
COMP_MUL(tr[6], res[24], res[27], ti[6], res[25], res[26]) \
COMP_MUL(tr[7], res[28], res[31], ti[7], res[29], res[30]) \
COMP_MAC(tr[0], res[32], res[35], ti[0], res[33], res[34]) \
COMP_MAC(tr[1], res[36], res[39], ti[1], res[37], res[38]) \
COMP_MAC(tr[2], res[40], res[43], ti[2], res[41], res[42]) \
COMP_MAC(tr[3], res[44], res[47], ti[3], res[45], res[46]) \
COMP_MAC(tr[4], res[48], res[51], ti[4], res[49], res[50]) \
COMP_MAC(tr[5], res[52], res[55], ti[5], res[53], res[54]) \
COMP_MAC(tr[6], res[56], res[59], ti[6], res[57], res[58]) \
COMP_MAC(tr[7], res[60], res[63], ti[7], res[61], res[62]) \
CO[ 0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \
CO[ 1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \
CO[ 2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \
CO[ 3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \
CO[ 4] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \
CO[ 5] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \
CO[ 6] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \
CO[ 7] A_OP ti[3] * alpha_r + tr[3] * alpha_i; \
CO[ 8] A_OP tr[4] * alpha_r - ti[4] * alpha_i; \
CO[ 9] A_OP ti[4] * alpha_r + tr[4] * alpha_i; \
CO[10] A_OP tr[5] * alpha_r - ti[5] * alpha_i; \
CO[11] A_OP ti[5] * alpha_r + tr[5] * alpha_i; \
CO[12] A_OP tr[6] * alpha_r - ti[6] * alpha_i; \
CO[13] A_OP ti[6] * alpha_r + tr[6] * alpha_i; \
CO[14] A_OP tr[7] * alpha_r - ti[7] * alpha_i; \
CO[15] A_OP ti[7] * alpha_r + tr[7] * alpha_i;

#define SAVE_ACC_COMPLEX_22_1 \
__builtin_mma_disassemble_acc ((void *)result, &acc0); \
__builtin_mma_disassemble_acc ((void *)(&result[4]), &acc1); \
COMP_MUL(tr[0], res[0], res[3], ti[0], res[1], res[2]) \
COMP_MUL(tr[1], res[4], res[7], ti[1], res[5], res[6]) \
COMP_MUL(tr[2], res[8], res[11], ti[2], res[9], res[10]) \
COMP_MUL(tr[3], res[12], res[15], ti[3], res[13], res[14] ) \
CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \
CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \
CO[2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \
CO[3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \
CO[2*ldc+0] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \
CO[2*ldc+1] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \
CO[2*ldc+2] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \
CO[2*ldc+3] A_OP ti[3] * alpha_r + tr[3] * alpha_i;

#define SAVE_ACC_COMPLEX_22_2(ACC1, ACC2, CI) \
__builtin_mma_disassemble_acc ((void *)result, ACC1); \
__builtin_mma_disassemble_acc ((void *)(&result[4]), ACC2); \
COMP_MUL(tr[0], res[0], res[3], ti[0], res[1], res[2]) \
COMP_MUL(tr[1], res[4], res[7], ti[1], res[5], res[6]) \
COMP_MUL(tr[2], res[8], res[11], ti[2], res[9], res[10]) \
COMP_MUL(tr[3], res[12], res[15], ti[3], res[13], res[14]) \
CO[CI+0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \
CO[CI+1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \
CO[CI+2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \
CO[CI+3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \
CO[2*ldc+CI+0] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \
CO[2*ldc+CI+1] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \
CO[2*ldc+CI+2] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \
CO[2*ldc+CI+3] A_OP ti[3] * alpha_r + tr[3] * alpha_i;

#define PREFETCH1(x, y) asm volatile ("dcbt %0, %1" : : "r" (x), "b" (y) : "memory");

#if (defined(LEFT) && !defined(TRANSA)) || (!defined(LEFT) && defined(TRANSA))
#define REFRESH_TEMP_BK(x, y) \
temp = k - off;
#elif defined(LEFT)
#define REFRESH_TEMP_BK(x, y) \
temp = off + x;
#else
#define REFRESH_TEMP_BK(x, y) \
temp = off + y;
#endif
#if (defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA))
#define REFRESH_POINTERS(x, y) \
BO = B; \
REFRESH_TEMP_BK(x, y)
#else
#define REFRESH_POINTERS(x, y) \
AO += off * (2*x); \
BO = B + off * (2*y); \
REFRESH_TEMP_BK(x, y)
#endif

#ifdef LEFT
#define REFRESH_OFF(x) \
off += x;
#else
#define REFRESH_OFF(x)
#endif

#ifdef LEFT
#define UPDATE_TEMP(x, y) \
temp -= x;
#else
#define UPDATE_TEMP(x, y) \
temp -= y;
#endif

#if (defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA))
#define REFRESH_TMP_AFTER_SAVE(x, y) \
temp = k - off; \
UPDATE_TEMP(x, y) \
AO += temp * (2*x); \
BO += temp * (2*y);
#else
#define REFRESH_TMP_AFTER_SAVE(x, y)
#endif

#define REFRESH_AFTER_SAVE(x,y) \
REFRESH_TMP_AFTER_SAVE(x, y) \
REFRESH_OFF(x)
/*************************************************************************************
* GEMM Kernel
*************************************************************************************/
int
#ifdef TRMMKERNEL
CNAME (BLASLONG m, BLASLONG n, BLASLONG k, FLOAT alpha_r, FLOAT alpha_i,
FLOAT * A, FLOAT * B, FLOAT * C, BLASLONG ldc, BLASLONG offset)
#else
CNAME (BLASLONG m, BLASLONG n, BLASLONG k, FLOAT alpha_r, FLOAT alpha_i,
FLOAT * A, FLOAT * B, FLOAT * C, BLASLONG ldc)
#endif
{
BLASLONG i1, i, l, temp;
FLOAT *AO, *BO, *CO;
#if defined(TRMMKERNEL)
BLASLONG off;
#endif
#if defined(TRMMKERNEL) && !defined(LEFT)
off = -offset;
#endif
__vector_quad acc0, acc1, acc2, acc3, acc4, acc5, acc6, acc7;

v4sf_t result[32];
FLOAT *res, tr[16], ti[16];
res = (FLOAT *) result;

for (i1 = 0; i1 < (n >> 1); i1++) {
#if defined(TRMMKERNEL) && defined(LEFT)
off = offset;
#endif
AO = A;
CO = C;
C += ldc<<2;
for (i = 0; i < (m >> 3); i++) {
#if defined(TRMMKERNEL)
REFRESH_POINTERS (8, 2)
#else
BO = B;
temp = k;
#endif
SET_ACC_ZERO()
for (l = 0; l < temp; ++l) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<4]));
__vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<4)+4]));
__vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<4)+8]));
__vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<4)+12]));
vec_t rowB1 = *(vec_t *) & BO[l<<2];
vec_t rowB2 = *(vec_t *) & BO[(l<<2)+2];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
__builtin_mma_xvf64gerpp(&acc1, rowA2, rowB1);
__builtin_mma_xvf64gerpp(&acc2, rowA3, rowB1);
__builtin_mma_xvf64gerpp(&acc3, rowA4, rowB1);
__builtin_mma_xvf64gerpp(&acc4, rowA1, rowB2);
__builtin_mma_xvf64gerpp(&acc5, rowA2, rowB2);
__builtin_mma_xvf64gerpp(&acc6, rowA3, rowB2);
__builtin_mma_xvf64gerpp(&acc7, rowA4, rowB2);
}
__builtin_mma_disassemble_acc ((void *)result, &acc0);
__builtin_mma_disassemble_acc ((void *)(&result[ 4]), &acc1);
__builtin_mma_disassemble_acc ((void *)(&result[ 8]), &acc2);
__builtin_mma_disassemble_acc ((void *)(&result[12]), &acc3);
__builtin_mma_disassemble_acc ((void *)(&result[16]), &acc4);
__builtin_mma_disassemble_acc ((void *)(&result[20]), &acc5);
__builtin_mma_disassemble_acc ((void *)(&result[24]), &acc6);
__builtin_mma_disassemble_acc ((void *)(&result[28]), &acc7);
COMP_MUL(tr[ 0], res[ 0], res[ 3], ti[ 0], res[ 1], res[ 2])
COMP_MUL(tr[ 1], res[ 4], res[ 7], ti[ 1], res[ 5], res[ 6])
COMP_MUL(tr[ 2], res[ 8], res[11], ti[ 2], res[ 9], res[10])
COMP_MUL(tr[ 3], res[12], res[15], ti[ 3], res[13], res[14])
COMP_MUL(tr[ 4], res[16], res[19], ti[ 4], res[17], res[18])
COMP_MUL(tr[ 5], res[20], res[23], ti[ 5], res[21], res[22])
COMP_MUL(tr[ 6], res[24], res[27], ti[ 6], res[25], res[26])
COMP_MUL(tr[ 7], res[28], res[31], ti[ 7], res[29], res[30])
COMP_MUL(tr[ 8], res[32], res[35], ti[ 8], res[33], res[34])
COMP_MUL(tr[ 9], res[36], res[39], ti[ 9], res[37], res[38])
COMP_MUL(tr[10], res[40], res[43], ti[10], res[41], res[42])
COMP_MUL(tr[11], res[44], res[47], ti[11], res[45], res[46])
COMP_MUL(tr[12], res[48], res[51], ti[12], res[49], res[50])
COMP_MUL(tr[13], res[52], res[55], ti[13], res[53], res[54])
COMP_MUL(tr[14], res[56], res[59], ti[14], res[57], res[58])
COMP_MUL(tr[15], res[60], res[63], ti[15], res[61], res[62])
CO[ 0] A_OP tr[0] * alpha_r - ti[0] * alpha_i;
CO[ 1] A_OP ti[0] * alpha_r + tr[0] * alpha_i;
CO[ 2] A_OP tr[1] * alpha_r - ti[1] * alpha_i;
CO[ 3] A_OP ti[1] * alpha_r + tr[1] * alpha_i;
CO[ 4] A_OP tr[2] * alpha_r - ti[2] * alpha_i;
CO[ 5] A_OP ti[2] * alpha_r + tr[2] * alpha_i;
CO[ 6] A_OP tr[3] * alpha_r - ti[3] * alpha_i;
CO[ 7] A_OP ti[3] * alpha_r + tr[3] * alpha_i;
CO[ 8] A_OP tr[4] * alpha_r - ti[4] * alpha_i;
CO[ 9] A_OP ti[4] * alpha_r + tr[4] * alpha_i;
CO[10] A_OP tr[5] * alpha_r - ti[5] * alpha_i;
CO[11] A_OP ti[5] * alpha_r + tr[5] * alpha_i;
CO[12] A_OP tr[6] * alpha_r - ti[6] * alpha_i;
CO[13] A_OP ti[6] * alpha_r + tr[6] * alpha_i;
CO[14] A_OP tr[7] * alpha_r - ti[7] * alpha_i;
CO[15] A_OP ti[7] * alpha_r + tr[7] * alpha_i;
CO[2*ldc+ 0] A_OP tr[ 8] * alpha_r - ti[ 8] * alpha_i;
CO[2*ldc+ 1] A_OP ti[ 8] * alpha_r + tr[ 8] * alpha_i;
CO[2*ldc+ 2] A_OP tr[ 9] * alpha_r - ti[ 9] * alpha_i;
CO[2*ldc+ 3] A_OP ti[ 9] * alpha_r + tr[ 9] * alpha_i;
CO[2*ldc+ 4] A_OP tr[10] * alpha_r - ti[10] * alpha_i;
CO[2*ldc+ 5] A_OP ti[10] * alpha_r + tr[10] * alpha_i;
CO[2*ldc+ 6] A_OP tr[11] * alpha_r - ti[11] * alpha_i;
CO[2*ldc+ 7] A_OP ti[11] * alpha_r + tr[11] * alpha_i;
CO[2*ldc+ 8] A_OP tr[12] * alpha_r - ti[12] * alpha_i;
CO[2*ldc+ 9] A_OP ti[12] * alpha_r + tr[12] * alpha_i;
CO[2*ldc+10] A_OP tr[13] * alpha_r - ti[13] * alpha_i;
CO[2*ldc+11] A_OP ti[13] * alpha_r + tr[13] * alpha_i;
CO[2*ldc+12] A_OP tr[14] * alpha_r - ti[14] * alpha_i;
CO[2*ldc+13] A_OP ti[14] * alpha_r + tr[14] * alpha_i;
CO[2*ldc+14] A_OP tr[15] * alpha_r - ti[15] * alpha_i;
CO[2*ldc+15] A_OP ti[15] * alpha_r + tr[15] * alpha_i;

AO += temp << 4;
BO += temp << 2;
CO += 16;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (8, 2)
#endif
}
if (m & 4) {
#if defined(TRMMKERNEL)
REFRESH_POINTERS (4, 2)
#else
BO = B;
temp = k;
#endif
SET_ACC_ZERO()
for (l = 0; l < (temp & (~1)); l+=2) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<3]));
__vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<3)+4]));
__vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<3)+8]));
__vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<3)+12]));
vec_t rowB1 = *(vec_t *) & BO[l<<2];
vec_t rowB2 = *(vec_t *) & BO[(l<<2)+2];
vec_t rowB3 = *(vec_t *) & BO[(l<<2)+4];
vec_t rowB4 = *(vec_t *) & BO[(l<<2)+6];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
__builtin_mma_xvf64gerpp(&acc1, rowA2, rowB1);
__builtin_mma_xvf64gerpp(&acc2, rowA1, rowB2);
__builtin_mma_xvf64gerpp(&acc3, rowA2, rowB2);
__builtin_mma_xvf64gerpp(&acc0, rowA3, rowB3);
__builtin_mma_xvf64gerpp(&acc1, rowA4, rowB3);
__builtin_mma_xvf64gerpp(&acc2, rowA3, rowB4);
__builtin_mma_xvf64gerpp(&acc3, rowA4, rowB4);
}
for (l = (temp & (~1)); l < temp; ++l) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<3]));
__vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<3)+4]));
vec_t rowB1 = *(vec_t *) & BO[l<<2];
vec_t rowB2 = *(vec_t *) & BO[(l<<2)+2];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
__builtin_mma_xvf64gerpp(&acc1, rowA2, rowB1);
__builtin_mma_xvf64gerpp(&acc2, rowA1, rowB2);
__builtin_mma_xvf64gerpp(&acc3, rowA2, rowB2);
}
SAVE_ACC_COMPLEX_22_2(&acc0, &acc2, 0)
SAVE_ACC_COMPLEX_22_2(&acc1, &acc3, 4)
AO += temp << 3;
BO += temp << 2;
CO += 8;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (4, 2)
#endif
}
if (m & 2) {
#if defined(TRMMKERNEL)
REFRESH_POINTERS (2, 2)
#else
BO = B;
temp = k;
#endif
SET_ACC_ZERO()
for (l = 0; l < (temp & (~3)); l+=4) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<2]));
__vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<2)+4]));
__vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<2)+8]));
__vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<2)+12]));
vec_t rowB1 = *(vec_t *) & BO[l<<2];
vec_t rowB2 = *(vec_t *) & BO[(l<<2)+2];
vec_t rowB3 = *(vec_t *) & BO[(l<<2)+4];
vec_t rowB4 = *(vec_t *) & BO[(l<<2)+6];
vec_t rowB5 = *(vec_t *) & BO[(l<<2)+8];
vec_t rowB6 = *(vec_t *) & BO[(l<<2)+10];
vec_t rowB7 = *(vec_t *) & BO[(l<<2)+12];
vec_t rowB8 = *(vec_t *) & BO[(l<<2)+14];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
__builtin_mma_xvf64gerpp(&acc1, rowA1, rowB2);
__builtin_mma_xvf64gerpp(&acc0, rowA2, rowB3);
__builtin_mma_xvf64gerpp(&acc1, rowA2, rowB4);
__builtin_mma_xvf64gerpp(&acc0, rowA3, rowB5);
__builtin_mma_xvf64gerpp(&acc1, rowA3, rowB6);
__builtin_mma_xvf64gerpp(&acc0, rowA4, rowB7);
__builtin_mma_xvf64gerpp(&acc1, rowA4, rowB8);
}
for (l = (temp & (~3)); l < temp; ++l) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<2]));
vec_t rowB1 = *(vec_t *) & BO[l<<2];
vec_t rowB2 = *(vec_t *) & BO[(l<<2)+2];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
__builtin_mma_xvf64gerpp(&acc1, rowA1, rowB2);
}
SAVE_ACC_COMPLEX_22_1
AO += temp << 2;
BO += temp << 2;
CO += 4;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (2, 2)
#endif
}
if (m & 1) {
#if defined(TRMMKERNEL)
REFRESH_POINTERS (1, 2)
#else
BO = B;
temp = k;
#endif
SET_ACC_ZERO()
for (l = 0; l < (temp & (~3)); l+=4) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<1]));
__vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<1)+2]));
__vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<1)+4]));
__vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<1)+6]));
vec_t rowB1 = *(vec_t *) & BO[l<<2];
vec_t rowB2 = *(vec_t *) & BO[(l<<2)+2];
vec_t rowB3 = *(vec_t *) & BO[(l<<2)+4];
vec_t rowB4 = *(vec_t *) & BO[(l<<2)+6];
vec_t rowB5 = *(vec_t *) & BO[(l<<2)+8];
vec_t rowB6 = *(vec_t *) & BO[(l<<2)+10];
vec_t rowB7 = *(vec_t *) & BO[(l<<2)+12];
vec_t rowB8 = *(vec_t *) & BO[(l<<2)+14];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
__builtin_mma_xvf64gerpp(&acc1, rowA1, rowB2);
__builtin_mma_xvf64gerpp(&acc0, rowA2, rowB3);
__builtin_mma_xvf64gerpp(&acc1, rowA2, rowB4);
__builtin_mma_xvf64gerpp(&acc0, rowA3, rowB5);
__builtin_mma_xvf64gerpp(&acc1, rowA3, rowB6);
__builtin_mma_xvf64gerpp(&acc0, rowA4, rowB7);
__builtin_mma_xvf64gerpp(&acc1, rowA4, rowB8);
}
for (l = (temp & (~3)); l < temp; ++l) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<1]));
vec_t rowB1 = *(vec_t *) & BO[l<<2];
vec_t rowB2 = *(vec_t *) & BO[(l<<2)+2];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
__builtin_mma_xvf64gerpp(&acc1, rowA1, rowB2);
}
SAVE_ACC_COMPLEX_12
AO += temp << 1;
BO += temp << 2;
CO += 2;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (1, 2)
#endif
}
#if defined(TRMMKERNEL) && !defined(LEFT)
off += 2; // number of values in A
#endif
B += k << 2;
}
if (n & 1) {
#if defined(TRMMKERNEL) && defined(LEFT)
off = offset;
#endif
AO = A;
CO = C;
C += ldc<<1;
for (i = 0; i < (m >> 3); i++) {
#if defined(TRMMKERNEL)
REFRESH_POINTERS (8, 1)
#else
BO = B;
temp = k;
#endif
SET_ACC_ZERO()
for (l = 0; l < (temp & (~1)); l+=2) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<4]));
__vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<4)+4]));
__vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<4)+8]));
__vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<4)+12]));
__vector_pair rowA5 = *((__vector_pair *)((void *)&AO[(l<<4)+16]));
__vector_pair rowA6 = *((__vector_pair *)((void *)&AO[(l<<4)+20]));
__vector_pair rowA7 = *((__vector_pair *)((void *)&AO[(l<<4)+24]));
__vector_pair rowA8 = *((__vector_pair *)((void *)&AO[(l<<4)+28]));
vec_t rowB1 = *(vec_t *) & BO[l<<1];
vec_t rowB2 = *(vec_t *) & BO[(l<<1)+2];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
__builtin_mma_xvf64gerpp(&acc1, rowA2, rowB1);
__builtin_mma_xvf64gerpp(&acc2, rowA3, rowB1);
__builtin_mma_xvf64gerpp(&acc3, rowA4, rowB1);
__builtin_mma_xvf64gerpp(&acc0, rowA5, rowB2);
__builtin_mma_xvf64gerpp(&acc1, rowA6, rowB2);
__builtin_mma_xvf64gerpp(&acc2, rowA7, rowB2);
__builtin_mma_xvf64gerpp(&acc3, rowA8, rowB2);
}
for (l = (temp & (~1)); l < temp; ++l) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<4]));
__vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<4)+4]));
__vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<4)+8]));
__vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<4)+12]));
vec_t rowB1 = *(vec_t *) & BO[l<<1];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
__builtin_mma_xvf64gerpp(&acc1, rowA2, rowB1);
__builtin_mma_xvf64gerpp(&acc2, rowA3, rowB1);
__builtin_mma_xvf64gerpp(&acc3, rowA4, rowB1);
}
SAVE_ACC_COMPLEX_21_4

AO += temp << 4;
BO += temp << 1;
CO += 16;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (8, 1)
#endif
}
if (m & 4) {
#if defined(TRMMKERNEL)
REFRESH_POINTERS (4, 1)
#else
BO = B;
temp = k;
#endif
SET_ACC_ZERO()
for (l = 0; l < (temp & (~3)); l+=4) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<3]));
__vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<3)+4]));
__vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<3)+8]));
__vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<3)+12]));
__vector_pair rowA5 = *((__vector_pair *)((void *)&AO[(l<<3)+16]));
__vector_pair rowA6 = *((__vector_pair *)((void *)&AO[(l<<3)+20]));
__vector_pair rowA7 = *((__vector_pair *)((void *)&AO[(l<<3)+24]));
__vector_pair rowA8 = *((__vector_pair *)((void *)&AO[(l<<3)+28]));
vec_t rowB1 = *(vec_t *) & BO[l<<1];
vec_t rowB2 = *(vec_t *) & BO[(l<<1)+2];
vec_t rowB3 = *(vec_t *) & BO[(l<<1)+4];
vec_t rowB4 = *(vec_t *) & BO[(l<<1)+6];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
__builtin_mma_xvf64gerpp(&acc1, rowA2, rowB1);
__builtin_mma_xvf64gerpp(&acc2, rowA3, rowB2);
__builtin_mma_xvf64gerpp(&acc3, rowA4, rowB2);
__builtin_mma_xvf64gerpp(&acc4, rowA5, rowB3);
__builtin_mma_xvf64gerpp(&acc5, rowA6, rowB3);
__builtin_mma_xvf64gerpp(&acc6, rowA7, rowB4);
__builtin_mma_xvf64gerpp(&acc7, rowA8, rowB4);
}
for (l = (temp & (~3)); l < temp; ++l) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<3]));
__vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<3)+4]));
vec_t rowB1 = *(vec_t *) & BO[l<<1];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
__builtin_mma_xvf64gerpp(&acc1, rowA2, rowB1);
}
SAVE_ACC_COMPLEX_21_2
AO += temp << 3;
BO += temp << 1;
CO += 8;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (4, 1)
#endif
}
if (m & 2) {
#if defined(TRMMKERNEL)
REFRESH_POINTERS (2, 1)
#else
BO = B;
temp = k;
#endif
SET_ACC_ZERO()
for (l = 0; l < (temp & (~7)); l+=8) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<2]));
__vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<2)+4]));
__vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<2)+8]));
__vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<2)+12]));
__vector_pair rowA5 = *((__vector_pair *)((void *)&AO[(l<<2)+16]));
__vector_pair rowA6 = *((__vector_pair *)((void *)&AO[(l<<2)+20]));
__vector_pair rowA7 = *((__vector_pair *)((void *)&AO[(l<<2)+24]));
__vector_pair rowA8 = *((__vector_pair *)((void *)&AO[(l<<2)+28]));
vec_t rowB1 = *(vec_t *) & BO[l<<1];
vec_t rowB2 = *(vec_t *) & BO[(l<<1)+2];
vec_t rowB3 = *(vec_t *) & BO[(l<<1)+4];
vec_t rowB4 = *(vec_t *) & BO[(l<<1)+6];
vec_t rowB5 = *(vec_t *) & BO[(l<<1)+8];
vec_t rowB6 = *(vec_t *) & BO[(l<<1)+10];
vec_t rowB7 = *(vec_t *) & BO[(l<<1)+12];
vec_t rowB8 = *(vec_t *) & BO[(l<<1)+14];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
__builtin_mma_xvf64gerpp(&acc1, rowA2, rowB2);
__builtin_mma_xvf64gerpp(&acc2, rowA3, rowB3);
__builtin_mma_xvf64gerpp(&acc3, rowA4, rowB4);
__builtin_mma_xvf64gerpp(&acc4, rowA5, rowB5);
__builtin_mma_xvf64gerpp(&acc5, rowA6, rowB6);
__builtin_mma_xvf64gerpp(&acc6, rowA7, rowB7);
__builtin_mma_xvf64gerpp(&acc7, rowA8, rowB8);
}
for (l = (temp & (~7)); l < temp; ++l) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<2]));
vec_t rowB1 = *(vec_t *) & BO[l<<1];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
}
SAVE_ACC_COMPLEX_21_1
AO += temp << 2;
BO += temp << 1;
CO += 4;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (2, 1)
#endif
}
if (m & 1) {
#if defined(TRMMKERNEL)
REFRESH_POINTERS (1, 1)
#else
BO = B;
temp = k;
#endif
SET_ACC_ZERO()
for (l = 0; l < (temp & (~7)); l+=8) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<1]));
__vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<1)+2]));
__vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<1)+4]));
__vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<1)+6]));
__vector_pair rowA5 = *((__vector_pair *)((void *)&AO[(l<<1)+8]));
__vector_pair rowA6 = *((__vector_pair *)((void *)&AO[(l<<1)+10]));
__vector_pair rowA7 = *((__vector_pair *)((void *)&AO[(l<<1)+12]));
__vector_pair rowA8 = *((__vector_pair *)((void *)&AO[(l<<1)+14]));
vec_t rowB1 = *(vec_t *) & BO[l<<1];
vec_t rowB2 = *(vec_t *) & BO[(l<<1)+2];
vec_t rowB3 = *(vec_t *) & BO[(l<<1)+4];
vec_t rowB4 = *(vec_t *) & BO[(l<<1)+6];
vec_t rowB5 = *(vec_t *) & BO[(l<<1)+8];
vec_t rowB6 = *(vec_t *) & BO[(l<<1)+10];
vec_t rowB7 = *(vec_t *) & BO[(l<<1)+12];
vec_t rowB8 = *(vec_t *) & BO[(l<<1)+14];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
__builtin_mma_xvf64gerpp(&acc1, rowA2, rowB2);
__builtin_mma_xvf64gerpp(&acc2, rowA3, rowB3);
__builtin_mma_xvf64gerpp(&acc3, rowA4, rowB4);
__builtin_mma_xvf64gerpp(&acc4, rowA5, rowB5);
__builtin_mma_xvf64gerpp(&acc5, rowA6, rowB6);
__builtin_mma_xvf64gerpp(&acc6, rowA7, rowB7);
__builtin_mma_xvf64gerpp(&acc7, rowA8, rowB8);
}
for (l = (temp & (~7)); l < temp; ++l) {
__vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<1]));
vec_t rowB1 = *(vec_t *) & BO[l<<1];
__builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1);
}
SAVE_ACC_COMPLEX_11
AO += temp << 1;
BO += temp << 1;
CO += 2;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (1, 1)
#endif
}
#if defined(TRMMKERNEL) && !defined(LEFT)
off += 1; // number of values in A
#endif
B += k << 1;
}
return 0;
}

+ 4
- 4
kernel/zarch/KERNEL.Z13 View File

@@ -35,10 +35,10 @@ DASUMKERNEL = dasum.c
CASUMKERNEL = ../arm/zasum.c CASUMKERNEL = ../arm/zasum.c
ZASUMKERNEL = zasum.c ZASUMKERNEL = zasum.c


SSUMKERNEL = ../arm/asum.c
DSUMKERNEL = dasum.c
CSUMKERNEL = ../arm/zasum.c
ZSUMKERNEL = zasum.c
SSUMKERNEL = ../arm/sum.c
DSUMKERNEL = dsum.c
CSUMKERNEL = ../arm/zsum.c
ZSUMKERNEL = zsum.c


SAXPYKERNEL = ../arm/axpy.c SAXPYKERNEL = ../arm/axpy.c
DAXPYKERNEL = daxpy.c DAXPYKERNEL = daxpy.c


+ 16
- 1
test/CMakeLists.txt View File

@@ -21,7 +21,16 @@ endif()
if (BUILD_COMPLEX16) if (BUILD_COMPLEX16)
list (APPEND OpenBLAS_Tests zblat1 zblat2 zblat3) list (APPEND OpenBLAS_Tests zblat1 zblat2 zblat3)
endif() endif()
message (STATUS CCOMP ${CMAKE_C_COMPILER_ID} FCOMP ${CMAKE_Fortran_COMPILER_ID})

if (USE_GEMM3M)
if (BUILD_COMPLEX)
list (APPEND OpenBLAS_Tests cblat3_3m)
endif ()
if (BUILD_COMPLEX16)
list (APPEND OpenBLAS_Tests zblat3_3m)
endif ()
endif ()

foreach(test_bin ${OpenBLAS_Tests}) foreach(test_bin ${OpenBLAS_Tests})
add_executable(${test_bin} ${test_bin}.f) add_executable(${test_bin} ${test_bin}.f)
target_link_libraries(${test_bin} ${OpenBLAS_LIBNAME}) target_link_libraries(${test_bin} ${OpenBLAS_LIBNAME})
@@ -82,4 +91,10 @@ add_test(NAME "${float_type}blas2"
COMMAND ${helper_prefix} $<TARGET_FILE:${float_type}blat2> "${PROJECT_SOURCE_DIR}/test/${float_type}blat2.dat" ${float_type_upper}BLAT2.SUMM) COMMAND ${helper_prefix} $<TARGET_FILE:${float_type}blat2> "${PROJECT_SOURCE_DIR}/test/${float_type}blat2.dat" ${float_type_upper}BLAT2.SUMM)
add_test(NAME "${float_type}blas3" add_test(NAME "${float_type}blas3"
COMMAND ${helper_prefix} $<TARGET_FILE:${float_type}blat3> "${PROJECT_SOURCE_DIR}/test/${float_type}blat3.dat" ${float_type_upper}BLAT3.SUMM) COMMAND ${helper_prefix} $<TARGET_FILE:${float_type}blat3> "${PROJECT_SOURCE_DIR}/test/${float_type}blat3.dat" ${float_type_upper}BLAT3.SUMM)
if (USE_GEMM3M)
if ((${float_type} STREQUAL "c") OR (${float_type} STREQUAL "z"))
add_test(NAME "${float_type}blas3_3m"
COMMAND ${helper_prefix} $<TARGET_FILE:${float_type}blat3_3m> "${PROJECT_SOURCE_DIR}/test/${float_type}blat3_3m.dat" ${float_type_upper}BLAT3_3M.SUMM)
endif()
endif()
endforeach() endforeach()

+ 27
- 0
test/Makefile View File

@@ -4,6 +4,24 @@ ifeq ($(F_COMPILER),GFORTRAN)
override FFLAGS += -fno-tree-vectorize override FFLAGS += -fno-tree-vectorize
endif endif


SUPPORT_GEMM3M = 0

ifeq ($(ARCH), x86)
SUPPORT_GEMM3M = 1
endif

ifeq ($(ARCH), x86_64)
SUPPORT_GEMM3M = 1
endif

ifeq ($(ARCH), ia64)
SUPPORT_GEMM3M = 1
endif

ifeq ($(ARCH), MIPS)
SUPPORT_GEMM3M = 1
endif

ifeq ($(NOFORTRAN),1) ifeq ($(NOFORTRAN),1)
all :: all ::
else else
@@ -153,11 +171,20 @@ ifeq ($(BUILD_DOUBLE),1)
D3=dblat3 D3=dblat3
endif endif
ifeq ($(BUILD_COMPLEX),1) ifeq ($(BUILD_COMPLEX),1)
ifeq ($(SUPPORT_GEMM3M),1)
C3=cblat3 cblat3_3m
else
C3=cblat3 C3=cblat3
endif endif
endif
ifeq ($(BUILD_COMPLEX16),1) ifeq ($(BUILD_COMPLEX16),1)
ifeq ($(SUPPORT_GEMM3M),1)
Z3=zblat3 zblat3_3m
else
Z3=zblat3 Z3=zblat3
endif endif
endif



level3: $(B3) $(S3) $(D3) $(C3) $(Z3) level3: $(B3) $(S3) $(D3) $(C3) $(Z3)




+ 2
- 2
utest/test_extensions/test_cgemv_t.c View File

@@ -126,7 +126,7 @@ static float check_cgemv(char api, char order, char trans, blasint m, blasint n,
srand_generate(data_cgemv_t.y_test, m * inc_y * 2); srand_generate(data_cgemv_t.y_test, m * inc_y * 2);


// Copy vector y for reference funcs // Copy vector y for reference funcs
for (int i = 0; i < m * inc_y * 2; i++) {
for (i = 0; i < m * inc_y * 2; i++) {
data_cgemv_t.y_verify[i] = data_cgemv_t.y_test[i]; data_cgemv_t.y_verify[i] = data_cgemv_t.y_test[i];
} }


@@ -1129,4 +1129,4 @@ CTEST(cgemv, c_api_xerbla_invalid_order_col_major)
int passed = c_api_check_badargs(corder, ctrans, m, n, lda, inc_x, inc_y, expected_info); int passed = c_api_check_badargs(corder, ctrans, m, n, lda, inc_x, inc_y, expected_info);
ASSERT_EQUAL(TRUE, passed); ASSERT_EQUAL(TRUE, passed);
} }
#endif
#endif

+ 3
- 3
utest/test_extensions/test_csbmv.c View File

@@ -188,7 +188,7 @@ static float check_csbmv(char uplo, blasint n, blasint k, float *alpha, blasint
char trans = 'N'; char trans = 'N';


// Symmetric band packed matrix for sbmv // Symmetric band packed matrix for sbmv
float a[lda * n * 2];
float *a = (float*) malloc(lda * n * 2 * sizeof(float));


// Fill symmetric packed matrix sp_matrix, vector b_test, vector c_test // Fill symmetric packed matrix sp_matrix, vector b_test, vector c_test
srand_generate(data_csbmv.sp_matrix, n * (n + 1)); srand_generate(data_csbmv.sp_matrix, n * (n + 1));
@@ -216,7 +216,7 @@ static float check_csbmv(char uplo, blasint n, blasint k, float *alpha, blasint
// Find the differences between output vector caculated by csbmv and cgemv // Find the differences between output vector caculated by csbmv and cgemv
for (i = 0; i < n * inc_c * 2; i++) for (i = 0; i < n * inc_c * 2; i++)
data_csbmv.c_test[i] -= data_csbmv.c_verify[i]; data_csbmv.c_test[i] -= data_csbmv.c_verify[i];
free(a);
// Find the norm of differences // Find the norm of differences
return BLASFUNC(scnrm2)(&n, data_csbmv.c_test, &inc_c); return BLASFUNC(scnrm2)(&n, data_csbmv.c_test, &inc_c);
} }
@@ -603,4 +603,4 @@ CTEST(csbmv, xerbla_lda_invalid)
int passed = check_badargs(uplo, n, k, lda, inc_b, inc_c, expected_info); int passed = check_badargs(uplo, n, k, lda, inc_b, inc_c, expected_info);
ASSERT_EQUAL(TRUE, passed); ASSERT_EQUAL(TRUE, passed);
} }
#endif
#endif

+ 5
- 3
utest/test_extensions/test_idamin.c View File

@@ -402,13 +402,14 @@ CTEST(idamin, min_idx_in_vec_tail){
CTEST(idamin, min_idx_in_vec_tail_inc_1){ CTEST(idamin, min_idx_in_vec_tail_inc_1){
blasint i; blasint i;
blasint N = ELEMENTS, inc = 1; blasint N = ELEMENTS, inc = 1;
double x[ELEMENTS * inc];
double *x = (double*)malloc(ELEMENTS * inc * sizeof(double));
for (i = 0; i < N * inc; i ++) { for (i = 0; i < N * inc; i ++) {
x[i] = i + 1000; x[i] = i + 1000;
} }


x[(N - 1) * inc] = 0.0f; x[(N - 1) * inc] = 0.0f;
blasint index = BLASFUNC(idamin)(&N, x, &inc); blasint index = BLASFUNC(idamin)(&N, x, &inc);
free(x);
ASSERT_EQUAL(N, index); ASSERT_EQUAL(N, index);
} }


@@ -775,13 +776,14 @@ CTEST(idamin, c_api_min_idx_in_vec_tail){
CTEST(idamin, c_api_min_idx_in_vec_tail_inc_1){ CTEST(idamin, c_api_min_idx_in_vec_tail_inc_1){
blasint i; blasint i;
blasint N = ELEMENTS, inc = 1; blasint N = ELEMENTS, inc = 1;
double x[ELEMENTS * inc];
double *x = (double*) malloc(ELEMENTS * inc * sizeof(double));
for (i = 0; i < N * inc; i ++) { for (i = 0; i < N * inc; i ++) {
x[i] = i + 1000; x[i] = i + 1000;
} }


x[(N - 1) * inc] = 0.0; x[(N - 1) * inc] = 0.0;
blasint index = cblas_idamin(N, x, inc); blasint index = cblas_idamin(N, x, inc);
free(x);
ASSERT_EQUAL(N - 1, index); ASSERT_EQUAL(N - 1, index);
} }
#endif
#endif

+ 5
- 3
utest/test_extensions/test_isamin.c View File

@@ -402,13 +402,14 @@ CTEST(isamin, min_idx_in_vec_tail){
CTEST(isamin, min_idx_in_vec_tail_inc_1){ CTEST(isamin, min_idx_in_vec_tail_inc_1){
blasint i; blasint i;
blasint N = ELEMENTS, inc = 1; blasint N = ELEMENTS, inc = 1;
float x[ELEMENTS * inc];
float *x = (float*) malloc(ELEMENTS * inc * sizeof(float));
for (i = 0; i < N * inc; i ++) { for (i = 0; i < N * inc; i ++) {
x[i] = i + 1000; x[i] = i + 1000;
} }


x[(N - 1) * inc] = 0.0f; x[(N - 1) * inc] = 0.0f;
blasint index = BLASFUNC(isamin)(&N, x, &inc); blasint index = BLASFUNC(isamin)(&N, x, &inc);
free(x);
ASSERT_EQUAL(N, index); ASSERT_EQUAL(N, index);
} }


@@ -775,13 +776,14 @@ CTEST(isamin, c_api_min_idx_in_vec_tail){
CTEST(isamin, c_api_min_idx_in_vec_tail_inc_1){ CTEST(isamin, c_api_min_idx_in_vec_tail_inc_1){
blasint i; blasint i;
blasint N = ELEMENTS, inc = 1; blasint N = ELEMENTS, inc = 1;
float x[ELEMENTS * inc];
float *x = (float*)malloc(ELEMENTS * inc * sizeof(float));
for (i = 0; i < N * inc; i ++) { for (i = 0; i < N * inc; i ++) {
x[i] = i + 1000; x[i] = i + 1000;
} }


x[(N - 1) * inc] = 0.0f; x[(N - 1) * inc] = 0.0f;
blasint index = cblas_isamin(N, x, inc); blasint index = cblas_isamin(N, x, inc);
free(x);
ASSERT_EQUAL(N - 1, index); ASSERT_EQUAL(N - 1, index);
} }
#endif
#endif

+ 2
- 2
utest/test_extensions/test_zgemv_t.c View File

@@ -126,7 +126,7 @@ static double check_zgemv(char api, char order, char trans, blasint m, blasint n
drand_generate(data_zgemv_t.y_test, m * inc_y * 2); drand_generate(data_zgemv_t.y_test, m * inc_y * 2);


// Copy vector y for reference funcs // Copy vector y for reference funcs
for (int i = 0; i < m * inc_y * 2; i++)
for (i = 0; i < m * inc_y * 2; i++)
{ {
data_zgemv_t.y_verify[i] = data_zgemv_t.y_test[i]; data_zgemv_t.y_verify[i] = data_zgemv_t.y_test[i];
} }
@@ -1133,4 +1133,4 @@ CTEST(zgemv, c_api_xerbla_invalid_order_col_major)
int passed = c_api_check_badargs(corder, ctrans, m, n, lda, inc_x, inc_y, expected_info); int passed = c_api_check_badargs(corder, ctrans, m, n, lda, inc_x, inc_y, expected_info);
ASSERT_EQUAL(TRUE, passed); ASSERT_EQUAL(TRUE, passed);
} }
#endif
#endif

+ 3
- 2
utest/test_extensions/test_zsbmv.c View File

@@ -188,7 +188,7 @@ static double check_zsbmv(char uplo, blasint n, blasint k, double *alpha, blasin
char trans = 'N'; char trans = 'N';


// Symmetric band packed matrix for sbmv // Symmetric band packed matrix for sbmv
double a[lda * n * 2];
double *a = (double*) malloc(lda * n * 2 * sizeof(double));


// Fill symmetric packed matrix sp_matrix, vector b_test, vector c_test // Fill symmetric packed matrix sp_matrix, vector b_test, vector c_test
drand_generate(data_zsbmv.sp_matrix, n * (n + 1)); drand_generate(data_zsbmv.sp_matrix, n * (n + 1));
@@ -213,6 +213,7 @@ static double check_zsbmv(char uplo, blasint n, blasint k, double *alpha, blasin
BLASFUNC(zsbmv)(&uplo, &n, &k, alpha, a, &lda, BLASFUNC(zsbmv)(&uplo, &n, &k, alpha, a, &lda,
data_zsbmv.b_test, &inc_b, beta, data_zsbmv.c_test, &inc_c); data_zsbmv.b_test, &inc_b, beta, data_zsbmv.c_test, &inc_c);


free(a);
// Find the differences between output vector caculated by zsbmv and zgemv // Find the differences between output vector caculated by zsbmv and zgemv
for (i = 0; i < n * inc_c * 2; i++) for (i = 0; i < n * inc_c * 2; i++)
data_zsbmv.c_test[i] -= data_zsbmv.c_verify[i]; data_zsbmv.c_test[i] -= data_zsbmv.c_verify[i];
@@ -603,4 +604,4 @@ CTEST(zsbmv, xerbla_lda_invalid)
int passed = check_badargs(uplo, n, k, lda, inc_b, inc_c, expected_info); int passed = check_badargs(uplo, n, k, lda, inc_b, inc_c, expected_info);
ASSERT_EQUAL(TRUE, passed); ASSERT_EQUAL(TRUE, passed);
} }
#endif
#endif

Write Preview
Loading…
Cancel
Save