217 lines
5.7 KiB
CMake
217 lines
5.7 KiB
CMake
include(FetchContent)
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set(CMAKE_CXX_STANDARD_REQUIRED ON)
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set(CMAKE_CXX_EXTENSIONS ON)
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set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
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if (${CMAKE_SYSTEM_NAME} MATCHES "Darwin")
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set(MACOSX_FOUND TRUE)
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endif()
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#
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# Define environment variables for special configurations
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#
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if(DEFINED ENV{VLLM_CPU_AVX512BF16})
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set(ENABLE_AVX512BF16 ON)
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endif()
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include_directories("${CMAKE_SOURCE_DIR}/csrc")
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set (ENABLE_NUMA TRUE)
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#
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# Check the compile flags
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#
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if (CMAKE_SYSTEM_PROCESSOR MATCHES "x86_64")
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list(APPEND CXX_COMPILE_FLAGS
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"-mf16c"
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)
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endif()
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if(MACOSX_FOUND)
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list(APPEND CXX_COMPILE_FLAGS
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"-DVLLM_CPU_EXTENSION")
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else()
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list(APPEND CXX_COMPILE_FLAGS
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"-fopenmp"
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"-DVLLM_CPU_EXTENSION")
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endif()
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if (NOT MACOSX_FOUND)
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execute_process(COMMAND cat /proc/cpuinfo
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RESULT_VARIABLE CPUINFO_RET
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OUTPUT_VARIABLE CPUINFO)
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if (NOT CPUINFO_RET EQUAL 0)
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message(FATAL_ERROR "Failed to check CPU features via /proc/cpuinfo")
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endif()
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endif()
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function (find_isa CPUINFO TARGET OUT)
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string(FIND ${CPUINFO} ${TARGET} ISA_FOUND)
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if(NOT ISA_FOUND EQUAL -1)
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set(${OUT} ON PARENT_SCOPE)
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else()
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set(${OUT} OFF PARENT_SCOPE)
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endif()
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endfunction()
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function (is_avx512_disabled OUT)
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set(DISABLE_AVX512 $ENV{VLLM_CPU_DISABLE_AVX512})
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if(DISABLE_AVX512 AND DISABLE_AVX512 STREQUAL "true")
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set(${OUT} ON PARENT_SCOPE)
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else()
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set(${OUT} OFF PARENT_SCOPE)
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endif()
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endfunction()
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is_avx512_disabled(AVX512_DISABLED)
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if (MACOSX_FOUND AND CMAKE_SYSTEM_PROCESSOR STREQUAL "arm64")
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set(APPLE_SILICON_FOUND TRUE)
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else()
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find_isa(${CPUINFO} "avx2" AVX2_FOUND)
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find_isa(${CPUINFO} "avx512f" AVX512_FOUND)
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find_isa(${CPUINFO} "POWER10" POWER10_FOUND)
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find_isa(${CPUINFO} "POWER9" POWER9_FOUND)
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find_isa(${CPUINFO} "asimd" ASIMD_FOUND) # Check for ARM NEON support
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find_isa(${CPUINFO} "bf16" ARM_BF16_FOUND) # Check for ARM BF16 support
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find_isa(${CPUINFO} "S390" S390_FOUND)
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endif()
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if (AVX512_FOUND AND NOT AVX512_DISABLED)
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list(APPEND CXX_COMPILE_FLAGS
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"-mavx512f"
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"-mavx512vl"
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"-mavx512bw"
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"-mavx512dq")
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find_isa(${CPUINFO} "avx512_bf16" AVX512BF16_FOUND)
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if (AVX512BF16_FOUND OR ENABLE_AVX512BF16)
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if (CMAKE_CXX_COMPILER_ID STREQUAL "GNU" AND
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CMAKE_CXX_COMPILER_VERSION VERSION_GREATER_EQUAL 12.3)
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list(APPEND CXX_COMPILE_FLAGS "-mavx512bf16")
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else()
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message(WARNING "Disable AVX512-BF16 ISA support, requires gcc/g++ >= 12.3")
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endif()
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else()
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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.")
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endif()
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elseif (AVX2_FOUND)
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list(APPEND CXX_COMPILE_FLAGS "-mavx2")
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message(WARNING "vLLM CPU backend using AVX2 ISA")
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elseif (POWER9_FOUND OR POWER10_FOUND)
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message(STATUS "PowerPC detected")
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# Check for PowerPC VSX support
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list(APPEND CXX_COMPILE_FLAGS
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"-mvsx"
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"-mcpu=native"
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"-mtune=native")
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elseif (ASIMD_FOUND)
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message(STATUS "ARMv8 or later architecture detected")
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if(ARM_BF16_FOUND)
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message(STATUS "BF16 extension detected")
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set(MARCH_FLAGS "-march=armv8.2-a+bf16+dotprod+fp16")
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add_compile_definitions(ARM_BF16_SUPPORT)
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else()
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message(WARNING "BF16 functionality is not available")
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set(MARCH_FLAGS "-march=armv8.2-a+dotprod+fp16")
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endif()
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list(APPEND CXX_COMPILE_FLAGS ${MARCH_FLAGS})
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elseif(APPLE_SILICON_FOUND)
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message(STATUS "Apple Silicon Detected")
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set(ENABLE_NUMA OFF)
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elseif (S390_FOUND)
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message(STATUS "S390 detected")
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# Check for S390 VXE support
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list(APPEND CXX_COMPILE_FLAGS
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"-mvx"
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"-mzvector"
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"-march=native"
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"-mtune=native")
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else()
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message(FATAL_ERROR "vLLM CPU backend requires AVX512, AVX2, Power9+ ISA, S390X ISA or ARMv8 support.")
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endif()
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#
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# Build oneDNN for W8A8 GEMM kernels (only for x86-AVX512 platforms)
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#
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if (AVX512_FOUND AND NOT AVX512_DISABLED)
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FetchContent_Declare(
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oneDNN
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GIT_REPOSITORY https://github.com/oneapi-src/oneDNN.git
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GIT_TAG v3.7.1
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GIT_PROGRESS TRUE
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GIT_SHALLOW TRUE
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)
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set(ONEDNN_LIBRARY_TYPE "STATIC")
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set(ONEDNN_BUILD_DOC "OFF")
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set(ONEDNN_BUILD_EXAMPLES "OFF")
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set(ONEDNN_BUILD_TESTS "OFF")
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set(ONEDNN_ENABLE_WORKLOAD "INFERENCE")
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set(ONEDNN_ENABLE_PRIMITIVE "MATMUL;REORDER")
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set(ONEDNN_BUILD_GRAPH "OFF")
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set(ONEDNN_ENABLE_JIT_PROFILING "OFF")
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set(ONEDNN_ENABLE_ITT_TASKS "OFF")
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set(ONEDNN_ENABLE_MAX_CPU_ISA "OFF")
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set(ONEDNN_ENABLE_CPU_ISA_HINTS "OFF")
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set(CMAKE_POLICY_DEFAULT_CMP0077 NEW)
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FetchContent_MakeAvailable(oneDNN)
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list(APPEND LIBS dnnl)
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endif()
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message(STATUS "CPU extension compile flags: ${CXX_COMPILE_FLAGS}")
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if(ENABLE_NUMA)
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list(APPEND LIBS numa)
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else()
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message(STATUS "NUMA is disabled")
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add_compile_definitions(-DVLLM_NUMA_DISABLED)
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endif()
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#
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# _C extension
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#
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set(VLLM_EXT_SRC
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"csrc/cpu/activation.cpp"
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"csrc/cpu/attention.cpp"
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"csrc/cpu/cache.cpp"
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"csrc/cpu/utils.cpp"
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"csrc/cpu/layernorm.cpp"
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"csrc/cpu/mla_decode.cpp"
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"csrc/cpu/pos_encoding.cpp"
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"csrc/cpu/torch_bindings.cpp")
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if (AVX512_FOUND AND NOT AVX512_DISABLED)
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set(VLLM_EXT_SRC
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"csrc/cpu/quant.cpp"
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"csrc/cpu/shm.cpp"
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${VLLM_EXT_SRC})
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endif()
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#
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# Define extension targets
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#
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define_gpu_extension_target(
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_C
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DESTINATION vllm
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LANGUAGE CXX
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SOURCES ${VLLM_EXT_SRC}
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LIBRARIES ${LIBS}
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COMPILE_FLAGS ${CXX_COMPILE_FLAGS}
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USE_SABI 3
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WITH_SOABI
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)
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message(STATUS "Enabling C extension.") |