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383 lines (337 loc) · 12.4 KB
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include(FetchContent)
set(CMAKE_CXX_STANDARD_REQUIRED ON)
set(CMAKE_CXX_STANDARD 17)
set(CMAKE_CXX_EXTENSIONS ON)
set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
if (${CMAKE_SYSTEM_NAME} MATCHES "Darwin")
set(MACOSX_FOUND TRUE)
endif()
#
# Define environment variables for special configurations
#
set(ENABLE_AVX512BF16 $ENV{APHRODITE_CPU_AVX512BF16})
set(ENABLE_AVX512VNNI $ENV{APHRODITE_CPU_AVX512VNNI})
include_directories("${CMAKE_SOURCE_DIR}/csrc")
set (ENABLE_NUMA TRUE)
#
# Check the compile flags
#
if (CMAKE_SYSTEM_PROCESSOR MATCHES "x86_64")
list(APPEND CXX_COMPILE_FLAGS
"-mf16c"
)
endif()
if(MACOSX_FOUND)
list(APPEND CXX_COMPILE_FLAGS
"-DAPHRODITE_CPU_EXTENSION")
else()
list(APPEND CXX_COMPILE_FLAGS
"-fopenmp"
"-DAPHRODITE_CPU_EXTENSION")
endif()
if (NOT MACOSX_FOUND)
execute_process(COMMAND cat /proc/cpuinfo
RESULT_VARIABLE CPUINFO_RET
OUTPUT_VARIABLE CPUINFO)
if (NOT CPUINFO_RET EQUAL 0)
message(FATAL_ERROR "Failed to check CPU features via /proc/cpuinfo")
endif()
endif()
function (find_isa CPUINFO TARGET OUT)
string(FIND ${CPUINFO} ${TARGET} ISA_FOUND)
if(NOT ISA_FOUND EQUAL -1)
set(${OUT} ON PARENT_SCOPE)
else()
set(${OUT} OFF PARENT_SCOPE)
endif()
endfunction()
function(check_sysctl TARGET OUT)
execute_process(COMMAND sysctl -n "${TARGET}"
RESULT_VARIABLE SYSCTL_RET
OUTPUT_VARIABLE SYSCTL_INFO
ERROR_QUIET
OUTPUT_STRIP_TRAILING_WHITESPACE)
if(SYSCTL_RET EQUAL 0 AND
(SYSCTL_INFO STREQUAL "1" OR SYSCTL_INFO GREATER 0))
set(${OUT} ON PARENT_SCOPE)
else()
set(${OUT} OFF PARENT_SCOPE)
endif()
endfunction()
function (is_avx512_disabled OUT)
set(DISABLE_AVX512 $ENV{APHRODITE_CPU_DISABLE_AVX512})
if(DISABLE_AVX512 AND DISABLE_AVX512 STREQUAL "true")
set(${OUT} ON PARENT_SCOPE)
else()
set(${OUT} OFF PARENT_SCOPE)
endif()
endfunction()
is_avx512_disabled(AVX512_DISABLED)
if (MACOSX_FOUND AND CMAKE_SYSTEM_PROCESSOR STREQUAL "arm64")
message(STATUS "Apple Silicon Detected")
set(APPLE_SILICON_FOUND TRUE)
set(ENABLE_NUMA OFF)
check_sysctl(hw.optional.neon ASIMD_FOUND)
check_sysctl(hw.optional.arm.FEAT_BF16 ARM_BF16_FOUND)
else()
find_isa(${CPUINFO} "avx2" AVX2_FOUND)
find_isa(${CPUINFO} "avx512f" AVX512_FOUND)
find_isa(${CPUINFO} "Power11" POWER11_FOUND)
find_isa(${CPUINFO} "POWER10" POWER10_FOUND)
find_isa(${CPUINFO} "POWER9" POWER9_FOUND)
find_isa(${CPUINFO} "asimd" ASIMD_FOUND) # Check for ARM NEON support
find_isa(${CPUINFO} "bf16" ARM_BF16_FOUND) # Check for ARM BF16 support
find_isa(${CPUINFO} "S390" S390_FOUND)
find_isa(${CPUINFO} "v" RVV_FOUND) # Check for RISC-V RVV support
endif()
if (AVX512_FOUND AND NOT AVX512_DISABLED)
list(APPEND CXX_COMPILE_FLAGS
"-mavx512f"
"-mavx512vl"
"-mavx512bw"
"-mavx512dq")
find_isa(${CPUINFO} "avx512_bf16" AVX512BF16_FOUND)
if (AVX512BF16_FOUND OR ENABLE_AVX512BF16)
if (CMAKE_CXX_COMPILER_ID STREQUAL "GNU" AND
CMAKE_CXX_COMPILER_VERSION VERSION_GREATER_EQUAL 12.3)
list(APPEND CXX_COMPILE_FLAGS "-mavx512bf16")
set(ENABLE_AVX512BF16 ON)
else()
set(ENABLE_AVX512BF16 OFF)
message(WARNING "Disable AVX512-BF16 ISA support, requires gcc/g++ >= 12.3")
endif()
else()
set(ENABLE_AVX512BF16 OFF)
message(WARNING "Disable AVX512-BF16 ISA support, no avx512_bf16 found in local CPU flags." " If cross-compilation is required, please set env APHRODITE_CPU_AVX512BF16=1.")
endif()
find_isa(${CPUINFO} "avx512_vnni" AVX512VNNI_FOUND)
if (AVX512VNNI_FOUND OR ENABLE_AVX512VNNI)
if (CMAKE_CXX_COMPILER_ID STREQUAL "GNU" AND
CMAKE_CXX_COMPILER_VERSION VERSION_GREATER_EQUAL 12.3)
list(APPEND CXX_COMPILE_FLAGS "-mavx512vnni")
set(ENABLE_AVX512VNNI ON)
else()
set(ENABLE_AVX512VNNI OFF)
message(WARNING "Disable AVX512-VNNI ISA support, requires gcc/g++ >= 12.3")
endif()
else()
set(ENABLE_AVX512VNNI OFF)
message(WARNING "Disable AVX512-VNNI ISA support, no avx512_vnni found in local CPU flags." " If cross-compilation is required, please set env APHRODITE_CPU_AVX512VNNI=1.")
endif()
elseif (AVX2_FOUND)
list(APPEND CXX_COMPILE_FLAGS "-mavx2")
message(WARNING "Aphrodite CPU backend using AVX2 ISA")
elseif (POWER9_FOUND OR POWER10_FOUND OR POWER11_FOUND)
message(STATUS "PowerPC detected")
if (POWER9_FOUND)
list(APPEND CXX_COMPILE_FLAGS
"-mvsx"
"-mcpu=power9"
"-mtune=power9")
elseif (POWER10_FOUND OR POWER11_FOUND)
list(APPEND CXX_COMPILE_FLAGS
"-mvsx"
"-mcpu=power10"
"-mtune=power10")
endif()
elseif (ASIMD_FOUND)
message(STATUS "ARMv8 or later architecture detected")
if(ARM_BF16_FOUND)
message(STATUS "BF16 extension detected")
set(MARCH_FLAGS "-march=armv8.2-a+bf16+dotprod+fp16")
add_compile_definitions(ARM_BF16_SUPPORT)
else()
message(WARNING "BF16 functionality is not available")
set(MARCH_FLAGS "-march=armv8.2-a+dotprod+fp16")
endif()
list(APPEND CXX_COMPILE_FLAGS ${MARCH_FLAGS})
elseif (S390_FOUND)
message(STATUS "S390 detected")
# Check for S390 VXE support
list(APPEND CXX_COMPILE_FLAGS
"-mvx"
"-mzvector"
"-march=native"
"-mtune=native")
elseif (CMAKE_SYSTEM_PROCESSOR MATCHES "riscv64")
if(RVV_FOUND)
message(FAIL_ERROR "Can't support rvv now.")
else()
list(APPEND CXX_COMPILE_FLAGS "-march=rv64gc")
endif()
else()
message(FATAL_ERROR "Aphrodite CPU backend requires AVX512, AVX2, Power9+ ISA, S390X ISA, ARMv8 or RISC-V support.")
endif()
# Build oneDNN for GEMM kernels (only for x86-AVX512 /ARM platforms)
if ((AVX512_FOUND AND NOT AVX512_DISABLED) OR (ASIMD_FOUND AND NOT APPLE_SILICON_FOUND) OR POWER9_FOUND OR POWER10_FOUND OR POWER11_FOUND)
# Fetch and build Arm Compute Library (ACL) as oneDNN's backend for AArch64
# TODO [fadara01]: remove this once ACL can be fetched and built automatically as a dependency of oneDNN
if(ASIMD_FOUND)
if(DEFINED ENV{ACL_ROOT_DIR} AND IS_DIRECTORY "$ENV{ACL_ROOT_DIR}")
message(STATUS "Using ACL from specified source directory: $ENV{ACL_ROOT_DIR}")
else()
message(STATUS "Downloading Arm Compute Library (ACL) from GitHub")
FetchContent_Populate(arm_compute
SUBBUILD_DIR "${FETCHCONTENT_BASE_DIR}/arm_compute-subbuild"
SOURCE_DIR "${FETCHCONTENT_BASE_DIR}/arm_compute-src"
GIT_REPOSITORY https://github.com/ARM-software/ComputeLibrary.git
GIT_TAG v52.2.0
GIT_SHALLOW TRUE
GIT_PROGRESS TRUE
)
set(ENV{ACL_ROOT_DIR} "${arm_compute_SOURCE_DIR}")
endif()
# Build ACL with scons
include(ProcessorCount)
ProcessorCount(_NPROC)
set(_scons_cmd
scons -j${_NPROC}
Werror=0 debug=0 neon=1 examples=0 embed_kernels=0 os=linux
arch=armv8.2-a build=native benchmark_examples=0 fixed_format_kernels=1
multi_isa=1 openmp=1 cppthreads=0
)
# locate PyTorch's libgomp (e.g. site-packages/torch.libs/libgomp-947d5fa1.so.1.0.0)
# and create a local shim dir with it
include("${CMAKE_CURRENT_LIST_DIR}/utils.cmake")
aphrodite_prepare_torch_gomp_shim(APHRODITE_TORCH_GOMP_SHIM_DIR)
if(NOT APHRODITE_TORCH_GOMP_SHIM_DIR STREQUAL "")
list(APPEND _scons_cmd extra_link_flags=-L${APHRODITE_TORCH_GOMP_SHIM_DIR})
endif()
execute_process(
COMMAND ${_scons_cmd}
WORKING_DIRECTORY "$ENV{ACL_ROOT_DIR}"
RESULT_VARIABLE _acl_rc
)
if(NOT _acl_rc EQUAL 0)
message(FATAL_ERROR "ACL SCons build failed (exit ${_acl_rc}).")
endif()
set(ONEDNN_AARCH64_USE_ACL "ON")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wl,-rpath,$ENV{ACL_ROOT_DIR}/build/")
add_compile_definitions(APHRODITE_USE_ACL)
endif()
set(FETCHCONTENT_SOURCE_DIR_ONEDNN "$ENV{FETCHCONTENT_SOURCE_DIR_ONEDNN}" CACHE PATH "Path to a local oneDNN source directory.")
if(FETCHCONTENT_SOURCE_DIR_ONEDNN)
message(STATUS "Using oneDNN from specified source directory: ${FETCHCONTENT_SOURCE_DIR_ONEDNN}")
FetchContent_Declare(
oneDNN
SOURCE_DIR ${FETCHCONTENT_SOURCE_DIR_ONEDNN}
)
else()
message(STATUS "Downloading oneDNN from GitHub")
FetchContent_Declare(
oneDNN
GIT_REPOSITORY https://github.com/oneapi-src/oneDNN.git
GIT_TAG v3.9
GIT_PROGRESS TRUE
GIT_SHALLOW TRUE
)
endif()
set(ONEDNN_LIBRARY_TYPE "STATIC")
set(ONEDNN_BUILD_DOC "OFF")
set(ONEDNN_BUILD_EXAMPLES "OFF")
set(ONEDNN_BUILD_TESTS "OFF")
set(ONEDNN_ENABLE_WORKLOAD "INFERENCE")
set(ONEDNN_ENABLE_PRIMITIVE "MATMUL;REORDER")
set(ONEDNN_BUILD_GRAPH "OFF")
set(ONEDNN_ENABLE_JIT_PROFILING "OFF")
set(ONEDNN_ENABLE_ITT_TASKS "OFF")
set(ONEDNN_ENABLE_MAX_CPU_ISA "OFF")
set(ONEDNN_ENABLE_CPU_ISA_HINTS "OFF")
set(ONEDNN_VERBOSE "OFF")
set(CMAKE_POLICY_DEFAULT_CMP0077 NEW)
FetchContent_MakeAvailable(oneDNN)
add_library(dnnl_ext OBJECT "csrc/cpu/dnnl_helper.cpp")
target_include_directories(
dnnl_ext
PUBLIC ${oneDNN_SOURCE_DIR}/include
PUBLIC ${oneDNN_BINARY_DIR}/include
PRIVATE ${oneDNN_SOURCE_DIR}/src
)
target_link_libraries(dnnl_ext dnnl)
target_compile_options(dnnl_ext PRIVATE ${CXX_COMPILE_FLAGS} -fPIC)
list(APPEND LIBS dnnl_ext)
set(USE_ONEDNN ON)
else()
set(USE_ONEDNN OFF)
endif()
message(STATUS "CPU extension compile flags: ${CXX_COMPILE_FLAGS}")
if(ENABLE_NUMA)
list(APPEND LIBS numa)
else()
message(STATUS "NUMA is disabled")
add_compile_definitions(-DAPHRODITE_NUMA_DISABLED)
endif()
#
# _C extension
#
set(APHRODITE_EXT_SRC
"csrc/cpu/activation.cpp"
"csrc/cpu/attention.cpp"
"csrc/cpu/cache.cpp"
"csrc/cpu/utils.cpp"
"csrc/cpu/layernorm.cpp"
"csrc/cpu/mla_decode.cpp"
"csrc/cpu/pos_encoding.cpp"
"csrc/cpu/torch_bindings.cpp"
"csrc/moe/dynamic_4bit_int_moe_cpu.cpp")
if (AVX512_FOUND AND NOT AVX512_DISABLED)
set(APHRODITE_EXT_SRC
"csrc/cpu/shm.cpp"
${APHRODITE_EXT_SRC})
if (ENABLE_AVX512BF16 AND ENABLE_AVX512VNNI)
set(APHRODITE_EXT_SRC
"csrc/cpu/sgl-kernels/gemm.cpp"
"csrc/cpu/sgl-kernels/gemm_int8.cpp"
"csrc/cpu/sgl-kernels/gemm_fp8.cpp"
"csrc/cpu/sgl-kernels/moe.cpp"
"csrc/cpu/sgl-kernels/moe_int8.cpp"
"csrc/cpu/sgl-kernels/moe_fp8.cpp"
${APHRODITE_EXT_SRC})
add_compile_definitions(-DCPU_CAPABILITY_AVX512)
endif()
endif()
if(USE_ONEDNN)
set(APHRODITE_EXT_SRC
"csrc/cpu/dnnl_kernels.cpp"
${APHRODITE_EXT_SRC})
endif()
# Mobile-optimized kernels (ARM NEON) for Android
if(APHRODITE_TARGET_DEVICE STREQUAL "android")
message(STATUS "Building mobile-optimized kernels for Android")
set(APHRODITE_MOBILE_SRC
"csrc/cpu/mobile/quant.cpp"
"csrc/cpu/mobile/blas.cpp"
"csrc/cpu/mobile/gemm.cpp"
"csrc/cpu/mobile/reduce.cpp"
"csrc/cpu/mobile/scalar.cpp"
"csrc/cpu/mobile/nn.cpp"
"csrc/cpu/mobile/attention.cpp"
"csrc/cpu/mobile/torch_bindings.cpp")
set(APHRODITE_EXT_SRC
${APHRODITE_EXT_SRC}
${APHRODITE_MOBILE_SRC})
# Add ARM NEON compile flags for mobile kernels
# Note: These flags may already be set by ASIMD_FOUND detection above
# but we ensure they're present for Android builds
if(NOT ASIMD_FOUND)
list(APPEND CXX_COMPILE_FLAGS
"-march=armv8-a+neon"
"-mfpu=neon-fp-armv8")
endif()
message(STATUS "Mobile kernel source files: ${APHRODITE_MOBILE_SRC}")
endif()
message(STATUS "CPU extension source files: ${APHRODITE_EXT_SRC}")
#
# Define extension targets
#
define_gpu_extension_target(
_C
DESTINATION aphrodite_kernels
LANGUAGE CXX
SOURCES ${APHRODITE_EXT_SRC}
LIBRARIES ${LIBS}
COMPILE_FLAGS ${CXX_COMPILE_FLAGS}
USE_SABI 3
WITH_SOABI
)
message(STATUS "Enabling C extension.")