include(FetchContent) set(CUTLASS_INCLUDE_DIR "${CUTLASS_INCLUDE_DIR}" CACHE PATH "Path to CUTLASS include/ directory") if(DEFINED ENV{QUTLASS_SRC_DIR}) set(QUTLASS_SRC_DIR $ENV{QUTLASS_SRC_DIR}) endif() if(QUTLASS_SRC_DIR) FetchContent_Declare( qutlass SOURCE_DIR ${QUTLASS_SRC_DIR} CONFIGURE_COMMAND "" BUILD_COMMAND "" ) else() FetchContent_Declare( qutlass GIT_REPOSITORY https://github.com/IST-DASLab/qutlass.git GIT_TAG 830d2c4537c7396e14a02a46fbddd18b5d107c65 GIT_PROGRESS TRUE CONFIGURE_COMMAND "" BUILD_COMMAND "" ) endif() FetchContent_Populate(qutlass) if(NOT qutlass_SOURCE_DIR) message(FATAL_ERROR "[QUTLASS] source directory could not be resolved.") endif() message(STATUS "[QUTLASS] QuTLASS is available at ${qutlass_SOURCE_DIR}") if(${CMAKE_CUDA_COMPILER_VERSION} VERSION_GREATER_EQUAL 13.0) cuda_archs_loose_intersection(QUTLASS_SM120_ARCHS "12.0f" "${CUDA_ARCHS}") cuda_archs_loose_intersection(QUTLASS_SM100_ARCHS "10.0f" "${CUDA_ARCHS}") else() cuda_archs_loose_intersection(QUTLASS_SM120_ARCHS "12.0a;12.1a" "${CUDA_ARCHS}") cuda_archs_loose_intersection(QUTLASS_SM100_ARCHS "10.0a;10.3a" "${CUDA_ARCHS}") endif() # QUTLASS uses TARGET_CUDA_ARCH as a single preprocessor selector for all its # sources. Do not compile a mixed SM100/SM120 arch list with one selector; prefer # SM100 when both families are requested because that is the primary deployed # target for this extension today. if(QUTLASS_SM100_ARCHS) set(QUTLASS_ARCHS "${QUTLASS_SM100_ARCHS}") set(QUTLASS_TARGET_CC 100) if(QUTLASS_SM120_ARCHS) message(WARNING "[QUTLASS] Both SM100 and SM120 archs were requested; selecting SM100 " "because TARGET_CUDA_ARCH is a single compile-time selector.") endif() elseif(QUTLASS_SM120_ARCHS) set(QUTLASS_ARCHS "${QUTLASS_SM120_ARCHS}") set(QUTLASS_TARGET_CC 120) else() set(QUTLASS_ARCHS) endif() if(${CMAKE_CUDA_COMPILER_VERSION} VERSION_GREATER_EQUAL 12.8 AND QUTLASS_ARCHS) set(QUTLASS_SOURCES csrc/qutlass_registration.cpp ${qutlass_SOURCE_DIR}/qutlass/csrc/bindings.cpp ${qutlass_SOURCE_DIR}/qutlass/csrc/gemm.cu ${qutlass_SOURCE_DIR}/qutlass/csrc/gemm_ada.cu ${qutlass_SOURCE_DIR}/qutlass/csrc/fused_quantize_mx.cu ${qutlass_SOURCE_DIR}/qutlass/csrc/fused_quantize_nv.cu ${qutlass_SOURCE_DIR}/qutlass/csrc/fused_quantize_mx_sm100.cu ${qutlass_SOURCE_DIR}/qutlass/csrc/fused_quantize_nv_sm100.cu ) set(QUTLASS_INCLUDES ${qutlass_SOURCE_DIR} ${qutlass_SOURCE_DIR}/qutlass ${qutlass_SOURCE_DIR}/qutlass/csrc/include ${qutlass_SOURCE_DIR}/qutlass/csrc/include/cutlass_extensions ) if(CUTLASS_INCLUDE_DIR AND EXISTS "${CUTLASS_INCLUDE_DIR}/cutlass/cutlass.h") list(APPEND QUTLASS_INCLUDES "${CUTLASS_INCLUDE_DIR}") if(CUTLASS_TOOLS_UTIL_INCLUDE_DIR AND EXISTS "${CUTLASS_TOOLS_UTIL_INCLUDE_DIR}/cutlass/util/packed_stride.hpp") list(APPEND QUTLASS_INCLUDES "${CUTLASS_TOOLS_UTIL_INCLUDE_DIR}") else() get_filename_component(_qutlass_cutlass_root "${CUTLASS_INCLUDE_DIR}" DIRECTORY) if(EXISTS "${_qutlass_cutlass_root}/tools/util/include/cutlass/util/packed_stride.hpp") list(APPEND QUTLASS_INCLUDES "${_qutlass_cutlass_root}/tools/util/include") endif() endif() elseif(EXISTS "${qutlass_SOURCE_DIR}/qutlass/third_party/cutlass/include/cutlass/cutlass.h") list(APPEND QUTLASS_INCLUDES "${qutlass_SOURCE_DIR}/qutlass/third_party/cutlass/include" "${qutlass_SOURCE_DIR}/qutlass/third_party/cutlass/tools/util/include") message(STATUS "[QUTLASS] Using QuTLASS vendored CUTLASS headers (no vLLM CUTLASS detected).") else() message(FATAL_ERROR "[QUTLASS] CUTLASS headers not found. " "Set -DCUTLASS_INCLUDE_DIR=/path/to/cutlass/include") endif() set_gencode_flags_for_srcs( SRCS "${QUTLASS_SOURCES}" CUDA_ARCHS "${QUTLASS_ARCHS}" ) # QuTLASS uses legacy ATen headers and cannot be built with TORCH_TARGET_VERSION. # Keep it as its own extension (registers torch.ops._qutlass_C). define_extension_target( _qutlass_C DESTINATION vllm LANGUAGE ${VLLM_GPU_LANG} SOURCES ${QUTLASS_SOURCES} COMPILE_FLAGS ${VLLM_GPU_FLAGS} ARCHITECTURES ${VLLM_GPU_ARCHES} INCLUDE_DIRECTORIES ${QUTLASS_INCLUDES} USE_SABI 3 WITH_SOABI) target_compile_definitions(_qutlass_C PRIVATE QUTLASS_DISABLE_PYBIND=1 TARGET_CUDA_ARCH=${QUTLASS_TARGET_CC} CUTLASS_ENABLE_DIRECT_CUDA_DRIVER_CALL=1) set_property(SOURCE ${QUTLASS_SOURCES} APPEND PROPERTY COMPILE_OPTIONS $<$:--expt-relaxed-constexpr --use_fast_math -O3> ) else() if("${CMAKE_CUDA_COMPILER_VERSION}" VERSION_LESS "12.8") message(STATUS "[QUTLASS] Skipping build: CUDA 12.8 or newer is required (found ${CMAKE_CUDA_COMPILER_VERSION}).") else() message(STATUS "[QUTLASS] Skipping build: no supported arch (12.0f / 10.0f) found in " "CUDA_ARCHS='${CUDA_ARCHS}'.") endif() add_custom_target(_qutlass_C) endif()