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cpu_extension.cmake
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include(FetchContent)
set(CMAKE_CXX_STANDARD_REQUIRED ON)
set(CMAKE_CXX_EXTENSIONS ON)
set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
#
# Define environment variables for special configurations
#
if(DEFINED ENV{VLLM_CPU_AVX512BF16})
set(ENABLE_AVX512BF16 ON)
endif()
include_directories("${CMAKE_SOURCE_DIR}/csrc")
#
# Check the compile flags
#
if (CMAKE_SYSTEM_PROCESSOR MATCHES "x86_64")
list(APPEND CXX_COMPILE_FLAGS
"-mf16c"
)
endif()
list(APPEND CXX_COMPILE_FLAGS
"-fopenmp"
"-DVLLM_CPU_EXTENSION")
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()
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 (is_avx512_disabled OUT)
set(DISABLE_AVX512 $ENV{VLLM_CPU_DISABLE_AVX512})
if(DISABLE_AVX512 AND DISABLE_AVX512 STREQUAL "true")
set(${OUT} ON PARENT_SCOPE)
else()
set(${OUT} OFF PARENT_SCOPE)
endif()
endfunction()
is_avx512_disabled(AVX512_DISABLED)
find_isa(${CPUINFO} "avx2" AVX2_FOUND)
find_isa(${CPUINFO} "avx512f" AVX512_FOUND)
find_isa(${CPUINFO} "POWER10" POWER10_FOUND)
find_isa(${CPUINFO} "POWER9" POWER9_FOUND)
find_isa(${CPUINFO} "asimd" ASIMD_FOUND) # Check for ARM NEON support
find_isa(${CPUINFO} "bf16" ARM_BF16_FOUND) # Check for ARM BF16 support
if (AVX512_FOUND AND NOT AVX512_DISABLED)
list(APPEND CXX_COMPILE_FLAGS
"-mavx512f"
"-mavx512vl"
"-mavx512bw"
"-mavx512dq")
find_isa(${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")
else()
message(WARNING "Disable AVX512-BF16 ISA support, requires gcc/g++ >= 12.3")
endif()
else()
message(WARNING "Disable AVX512-BF16 ISA support, no avx512_bf16 found in local CPU flags." " If cross-compilation is required, please set env VLLM_CPU_AVX512BF16=1.")
endif()
elseif (AVX2_FOUND)
list(APPEND CXX_COMPILE_FLAGS "-mavx2")
message(WARNING "vLLM CPU backend using AVX2 ISA")
elseif (POWER9_FOUND OR POWER10_FOUND)
message(STATUS "PowerPC detected")
# Check for PowerPC VSX support
list(APPEND CXX_COMPILE_FLAGS
"-mvsx"
"-mcpu=native"
"-mtune=native")
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})
else()
message(FATAL_ERROR "vLLM CPU backend requires AVX512, AVX2, Power9+ ISA or ARMv8 support.")
endif()
#
# Build oneDNN for W8A8 GEMM kernels (only for x86-AVX512 platforms)
#
if (AVX512_FOUND AND NOT AVX512_DISABLED)
FetchContent_Declare(
oneDNN
GIT_REPOSITORY https://github.com/oneapi-src/oneDNN.git
GIT_TAG v3.6
GIT_PROGRESS TRUE
GIT_SHALLOW TRUE
)
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(CMAKE_POLICY_DEFAULT_CMP0077 NEW)
FetchContent_MakeAvailable(oneDNN)
list(APPEND LIBS dnnl)
endif()
message(STATUS "CPU extension compile flags: ${CXX_COMPILE_FLAGS}")
list(APPEND LIBS numa)
#
# _C extension
#
set(VLLM_EXT_SRC
"csrc/cpu/activation.cpp"
"csrc/cpu/attention.cpp"
"csrc/cpu/cache.cpp"
"csrc/cpu/utils.cpp"
"csrc/cpu/layernorm.cpp"
"csrc/cpu/pos_encoding.cpp"
"csrc/cpu/torch_bindings.cpp")
if (AVX512_FOUND AND NOT AVX512_DISABLED)
set(VLLM_EXT_SRC
"csrc/cpu/quant.cpp"
${VLLM_EXT_SRC})
endif()
#
# Define extension targets
#
define_gpu_extension_target(
_C
DESTINATION vllm
LANGUAGE CXX
SOURCES ${VLLM_EXT_SRC}
LIBRARIES ${LIBS}
COMPILE_FLAGS ${CXX_COMPILE_FLAGS}
USE_SABI 3
WITH_SOABI
)
message(STATUS "Enabling C extension.")