ea8f544ce7
vLLM version: v0.11.0
vLLM main: vllm-project/vllm
### What this PR does / why we need it?
Fix the precision issue of the LoRA feature in vllm-ascend.
### Does this PR introduce _any_ user-facing change?
### How was this patch tested?
```bash
pytest tests/lora/test_llama_tp.py::test_llama_lora -s
```
<img width="1319" height="879" alt="lora_test"
src="https://github.com/user-attachments/assets/2a0b2325-5b05-4bbc-ac03-a7c9f0ad9d4c"
/>
- vLLM version: v0.12.0
- vLLM main:
ad32e3e19c
---------
Signed-off-by: hukongyi <hukongyi@cmbchina.com>
141 lines
4.3 KiB
CMake
141 lines
4.3 KiB
CMake
cmake_minimum_required(VERSION 3.16)
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project(vllm_ascend_C)
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# include(CheckCXXcompilerFlag)
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# check_cxx_compiler_flag("-std=c++17", COMPILER_SUPPORTS_CXX17)
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set(CMAKE_CXX_STANDARD 17)
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include(${CMAKE_CURRENT_LIST_DIR}/cmake/utils.cmake)
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# Suppress potential warnings about unused manually-specified variables
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set(ignoreMe "${VLLM_PYTHON_PATH}")
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# TODO: Add 3.12 back when torch-npu support 3.12
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set(PYTHON_SUPPORTED_VERSIONS "3.9" "3.10" "3.11")
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find_package(pybind11 REQUIRED)
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append_cmake_prefix_path("torch" "torch.utils.cmake_prefix_path")
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set(VLLM_ASCEND_INSTALL_PATH "${CMAKE_INSTALL_PREFIX}")
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find_package(Torch REQUIRED)
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run_python(TORCH_VERSION
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"import torch; print(torch.__version__)" "Failed to locate torch path")
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# check torch version is 2.8.0
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if(NOT ${TORCH_VERSION} VERSION_EQUAL "2.8.0")
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message(FATAL_ERROR "Expected PyTorch version 2.8.0, but found ${TORCH_VERSION}")
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endif()
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set(RUN_MODE "npu" CACHE STRING "cpu/sim/npu")
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set(SOC_VERSION ${SOC_VERSION})
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message(STATUS "Detected SOC version: ${SOC_VERSION}")
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if (NOT CMAKE_BUILD_TYPE)
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set(CMAKE_BUILD_TYPE "Release" CACHE STRINGS "Build type Release/Debug (default Release)" FORCE)
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endif()
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if (CMAKE_INSTALL_PREFIX STREQUAL /usr/local)
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set(CMAKE_INSTALL_PREFIX "${CMAKE_CURRENT_LIST_DIR}/out" CACHE STRINGS "path to install()")
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endif()
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set(ASCEND_CANN_PACKAGE_PATH ${ASCEND_HOME_PATH})
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if(EXISTS ${ASCEND_HOME_PATH}/tools/tikcpp/ascendc_kernel_cmake)
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set(ASCENDC_CMAKE_DIR ${ASCEND_HOME_PATH}/tools/tikcpp/ascendc_kernel_cmake)
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elseif(EXISTS ${ASCEND_HOME_PATH}/compiler/tikcpp/ascendc_kernel_cmake)
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set(ASCENDC_CMAKE_DIR ${ASCEND_HOME_PATH}/compiler/tikcpp/ascendc_kernel_cmake)
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elseif(EXISTS ${ASCEND_HOME_PATH}/ascendc_devkit/tikcpp/samples/cmake)
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set(ASCENDC_CMAKE_DIR ${ASCEND_HOME_PATH}/ascendc_devkit/tikcpp/samples/cmake)
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else()
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message(FATAL_ERROR "ascendc_kernel_cmake does not exist, please check whether the cann package is installed.")
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endif()
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include(${ASCENDC_CMAKE_DIR}/ascendc.cmake)
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file(GLOB KERNEL_FILES
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${CMAKE_CURRENT_SOURCE_DIR}/csrc/kernels/*.cpp)
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set(VLLM_ASCEND_CUSTOM_OP
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${KERNEL_FILES}
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${CMAKE_CURRENT_SOURCE_DIR}/csrc/mla_preprocess/op_kernel/mla_preprocess_kernel.cpp
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${CMAKE_CURRENT_SOURCE_DIR}/csrc/batch_matmul_transpose/op_kernel/batch_matmul_transpose_kernel.cpp
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)
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set(VLLM_ASCEND_CUSTOM_OP_EXCLUDE
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${KERNEL_FILES}/bgmv_expand.cpp
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${KERNEL_FILES}/bgmv_shrink.cpp
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${KERNEL_FILES}/sgmv_expand.cpp
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${KERNEL_FILES}/sgmv_shrink.cpp
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${CMAKE_CURRENT_SOURCE_DIR}/csrc/batch_matmul_transpose/op_kernel/batch_matmul_transpose_kernel.cpp
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)
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if(SOC_VERSION STREQUAL "ASCEND310P3")
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list(REMOVE_ITEM VLLM_ASCEND_CUSTOM_OP ${VLLM_ASCEND_CUSTOM_OP_EXCLUDE})
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endif()
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ascendc_library(vllm_ascend_kernels SHARED
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${VLLM_ASCEND_CUSTOM_OP}
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)
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message("TORCH_NPU_PATH is ${TORCH_NPU_PATH}")
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if(SOC_VERSION STREQUAL "ASCEND310P3")
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file(GLOB VLLM_ASCEND_SRC
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${CMAKE_CURRENT_SOURCE_DIR}/csrc/*.cpp
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${CMAKE_CURRENT_SOURCE_DIR}/csrc/aclnn_torch_adapter/*.cpp)
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else()
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file(GLOB VLLM_ASCEND_SRC
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${CMAKE_CURRENT_SOURCE_DIR}/csrc/*.cpp
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${CMAKE_CURRENT_SOURCE_DIR}/csrc/aclnn_torch_adapter/*.cpp
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${CMAKE_CURRENT_SOURCE_DIR}/csrc/batch_matmul_transpose/op_host/tiling/tiling_data.cpp)
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endif()
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include_directories(
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${pybind11_INCLUDE_DIRS}
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${PYTHON_INCLUDE_PATH}
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${TORCH_INCLUDE_DIRS}
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${TORCH_NPU_PATH}/include
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${ASCEND_HOME_PATH}/include
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${ASCEND_HOME_PATH}/aarch64-linux/include/experiment/platform
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${ASCEND_HOME_PATH}/x86_64-linux/include/experiment/platform
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${CMAKE_CURRENT_SOURCE_DIR}/csrc/batch_matmul_transpose/op_host
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)
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set(
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INCLUDES
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${TORCH_INCLUDE_DIRS}
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${TORCH_NPU_INCLUDE_DIRS}
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${ASCEND_HOME_PATH}/include
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${ASCEND_HOME_PATH}/aarch64-linux/include/experiment/platform
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${ASCEND_HOME_PATH}/x86_64-linux/include/experiment/platform
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)
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pybind11_add_module(vllm_ascend_C ${VLLM_ASCEND_SRC})
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target_link_directories(
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vllm_ascend_C
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PRIVATE
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${TORCH_LIBRARY_DIRS}
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${TORCH_NPU_PATH}/lib/
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${ASCEND_HOME_PATH}/lib64
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)
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target_link_libraries(
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vllm_ascend_C
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PUBLIC
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${TORCH_LIBRARIES}
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torch_npu
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vllm_ascend_kernels
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ascendcl
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tiling_api
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register
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platform
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ascendalog
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dl
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opapi
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)
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target_link_options(vllm_ascend_C PRIVATE "-Wl,-rpath,$ORIGIN:$ORIGIN/lib:$ORIGIN/_cann_ops_custom/vendors/vllm-ascend/op_api/lib")
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install(TARGETS vllm_ascend_C vllm_ascend_kernels DESTINATION ${VLLM_ASCEND_INSTALL_PATH})
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