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[PTen] Add cmake function for kernels #38311
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chenwhql
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Dec 22, 2021
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03de6c5
add pten kernel cmake
chenwhql 9077cd2
Merge branch 'develop' of https://github.com/PaddlePaddle/Paddle into…
chenwhql e866565
add pten kernel cmake function
chenwhql 117d5bb
fix compile error
chenwhql a73d6b9
add enforce include for full kernel
chenwhql 2268233
fix compile failed
chenwhql 8c61fa8
resolve conflit
chenwhql de27843
change cuda to gpu
chenwhql c5cd43b
fix cmake function error
chenwhql ed172f5
resolve conflit
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,175 @@ | ||
| # Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # http://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
|
|
||
| # call kernel_declare need to make sure the target of input is exists | ||
| function(kernel_declare TARGET_LIST) | ||
| foreach(kernel_path ${TARGET_LIST}) | ||
| file(READ ${kernel_path} kernel_impl) | ||
| # TODO(chenweihang): rename PT_REGISTER_CTX_KERNEL to PT_REGISTER_KERNEL | ||
| # NOTE(chenweihang): now we don't recommend to use digit in kernel name | ||
| string(REGEX MATCH "PT_REGISTER_CTX_KERNEL\\([ \t\r\n]*[a-z_]*," first_registry "${kernel_impl}") | ||
| if (NOT first_registry STREQUAL "") | ||
| # parse the first kernel name | ||
| string(REPLACE "PT_REGISTER_CTX_KERNEL(" "" kernel_name "${first_registry}") | ||
| string(REPLACE "," "" kernel_name "${kernel_name}") | ||
| string(REGEX REPLACE "[ \t\r\n]+" "" kernel_name "${kernel_name}") | ||
| # append kernel declare into declarations.h | ||
| # TODO(chenweihang): default declare ALL_LAYOUT for each kernel | ||
| if (${kernel_path} MATCHES "./cpu\/") | ||
| file(APPEND ${kernel_declare_file} "PT_DECLARE_KERNEL(${kernel_name}, CPU, ALL_LAYOUT);\n") | ||
| elseif (${kernel_path} MATCHES "./gpu\/") | ||
| file(APPEND ${kernel_declare_file} "PT_DECLARE_KERNEL(${kernel_name}, GPU, ALL_LAYOUT);\n") | ||
| elseif (${kernel_path} MATCHES "./xpu\/") | ||
| file(APPEND ${kernel_declare_file} "PT_DECLARE_KERNEL(${kernel_name}, XPU, ALL_LAYOUT);\n") | ||
| elseif (${kernel_path} MATCHES "./npu\/*") | ||
| file(APPEND ${kernel_declare_file} "PT_DECLARE_KERNEL(${kernel_name}, NPU, ALL_LAYOUT);\n") | ||
| else () | ||
| # deal with device independent kernel, now we use CPU temporaary | ||
| file(APPEND ${kernel_declare_file} "PT_DECLARE_KERNEL(${kernel_name}, CPU, ALL_LAYOUT);\n") | ||
| endif() | ||
| endif() | ||
| endforeach() | ||
| endfunction() | ||
|
|
||
| function(kernel_library TARGET) | ||
| set(common_srcs) | ||
| set(cpu_srcs) | ||
| set(gpu_srcs) | ||
| set(xpu_srcs) | ||
| set(npu_srcs) | ||
|
|
||
| set(oneValueArgs "") | ||
| set(multiValueArgs SRCS DEPS) | ||
| cmake_parse_arguments(kernel_library "${options}" "${oneValueArgs}" | ||
| "${multiValueArgs}" ${ARGN}) | ||
|
|
||
| list(LENGTH kernel_library_SRCS kernel_library_SRCS_len) | ||
| # one kernel only match one impl file in each backend | ||
| # TODO(chenweihang): parse compile deps by include headers | ||
| if (${kernel_library_SRCS_len} EQUAL 0) | ||
| if (EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/${TARGET}.cc) | ||
| list(APPEND common_srcs ${CMAKE_CURRENT_SOURCE_DIR}/${TARGET}.cc) | ||
| endif() | ||
| if (EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/cpu/${TARGET}.cc) | ||
| list(APPEND cpu_srcs ${CMAKE_CURRENT_SOURCE_DIR}/cpu/${TARGET}.cc) | ||
| endif() | ||
| if (WITH_GPU OR WITH_ROCM) | ||
| if (EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/gpu/${TARGET}.cu) | ||
| list(APPEND gpu_srcs ${CMAKE_CURRENT_SOURCE_DIR}/gpu/${TARGET}.cu) | ||
| endif() | ||
| endif() | ||
| if (WITH_XPU) | ||
| if (EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/xpu/${TARGET}.cc) | ||
| list(APPEND xpu_srcs ${CMAKE_CURRENT_SOURCE_DIR}/xpu/${TARGET}.cc) | ||
| endif() | ||
| endif() | ||
| if (WITH_ASCEND_CL) | ||
| if (EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/npu/${TARGET}.cc) | ||
| list(APPEND npu_srcs ${CMAKE_CURRENT_SOURCE_DIR}/npu/${TARGET}.cc) | ||
| endif() | ||
| endif() | ||
| else() | ||
| # TODO(chenweihang): impl compile by source later | ||
| endif() | ||
|
|
||
| list(LENGTH common_srcs common_srcs_len) | ||
| list(LENGTH cpu_srcs cpu_srcs_len) | ||
| list(LENGTH gpu_srcs gpu_srcs_len) | ||
| list(LENGTH xpu_srcs xpu_srcs_len) | ||
| list(LENGTH npu_srcs npu_srcs_len) | ||
|
|
||
| if (${common_srcs_len} GREATER 0) | ||
| # If the kernel has a device independent public implementation, | ||
| # we will use this implementation and will not adopt the implementation | ||
| # under specific devices | ||
| if (WITH_GPU) | ||
| nv_library(${TARGET} SRCS ${common_srcs} DEPS ${kernel_library_DEPS}) | ||
| elseif (WITH_ROCM) | ||
| hip_library(${TARGET} SRCS ${common_srcs} DEPS ${kernel_library_DEPS}) | ||
| else() | ||
| cc_library(${TARGET} SRCS ${common_srcs} DEPS ${kernel_library_DEPS}) | ||
| endif() | ||
| else() | ||
| # If the kernel has a header file declaration, but no corresponding | ||
| # implementation can be found, this is not allowed | ||
| if (${cpu_srcs_len} EQUAL 0 AND ${gpu_srcs_len} EQUAL 0 AND | ||
| ${xpu_srcs_len} EQUAL 0 AND ${npu_srcs_len} EQUAL 0) | ||
| message(FATAL_ERROR "Cannot find any implementation for ${TARGET}") | ||
| else() | ||
| if (WITH_GPU) | ||
| if (${cpu_srcs_len} GREATER 0 OR ${gpu_srcs_len} GREATER 0) | ||
| nv_library(${TARGET} SRCS ${cpu_srcs} ${gpu_srcs} DEPS ${kernel_library_DEPS}) | ||
| endif() | ||
| elseif (WITH_ROCM) | ||
| if (${cpu_srcs_len} GREATER 0 OR ${gpu_srcs_len} GREATER 0) | ||
| hip_library(${TARGET} SRCS ${cpu_srcs} ${gpu_srcs} DEPS ${kernel_library_DEPS}) | ||
| endif() | ||
| else() | ||
| if (${cpu_srcs_len} GREATER 0 OR ${xpu_srcs_len} GREATER 0 OR ${npu_srcs_len} GREATER 0) | ||
| cc_library(${TARGET} SRCS ${cpu_srcs} ${xpu_srcs} ${npu_srcs} DEPS ${kernel_library_DEPS}) | ||
| endif() | ||
| endif() | ||
| endif() | ||
| endif() | ||
|
|
||
| if (${common_srcs_len} GREATER 0 OR ${cpu_srcs_len} GREATER 0 OR ${gpu_srcs_len} GREATER 0 OR | ||
| ${xpu_srcs_len} GREATER 0 OR ${npu_srcs_len} GREATER 0) | ||
| # append target into PTEN_KERNELS property | ||
| get_property(pten_kernels GLOBAL PROPERTY PTEN_KERNELS) | ||
| set(pten_kernels ${pten_kernels} ${TARGET}) | ||
| set_property(GLOBAL PROPERTY PTEN_KERNELS ${pten_kernels}) | ||
| endif() | ||
|
|
||
| # parse kernel name and auto generate kernel declaration | ||
| # here, we don't need to check WITH_XXX, because if not WITH_XXX, the | ||
| # xxx_srcs_len will be equal to 0 | ||
| if (${common_srcs_len} GREATER 0) | ||
| kernel_declare(${common_srcs}) | ||
| endif() | ||
| if (${cpu_srcs_len} GREATER 0) | ||
| kernel_declare(${cpu_srcs}) | ||
| endif() | ||
| if (${gpu_srcs_len} GREATER 0) | ||
| kernel_declare(${gpu_srcs}) | ||
| endif() | ||
| if (${xpu_srcs_len} GREATER 0) | ||
| kernel_declare(${xpu_srcs}) | ||
| endif() | ||
| if (${npu_srcs_len} GREATER 0) | ||
| kernel_declare(${npu_srcs}) | ||
| endif() | ||
| endfunction() | ||
|
|
||
| function(register_kernels) | ||
| set(options "") | ||
| set(oneValueArgs "") | ||
| set(multiValueArgs EXCLUDES DEPS) | ||
| cmake_parse_arguments(register_kernels "${options}" "${oneValueArgs}" | ||
| "${multiValueArgs}" ${ARGN}) | ||
|
|
||
| file(GLOB KERNELS RELATIVE "${CMAKE_CURRENT_SOURCE_DIR}" "*_kernel.h") | ||
| string(REPLACE ".h" "" KERNELS "${KERNELS}") | ||
| list(LENGTH register_kernels_DEPS register_kernels_DEPS_len) | ||
|
|
||
| foreach(target ${KERNELS}) | ||
| list(FIND register_kernels_EXCLUDES ${target} _index) | ||
| if (${_index} EQUAL -1) | ||
| if (${register_kernels_DEPS_len} GREATER 0) | ||
| kernel_library(${target} DEPS ${register_kernels_DEPS}) | ||
| else() | ||
| kernel_library(${target}) | ||
| endif() | ||
| endif() | ||
| endforeach() | ||
| endfunction() | ||
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后续pr 中可以删除注释中的 is
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ok, thx