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build | ||
dist |
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[submodule "3rdparty/tvm"] | ||
path = 3rdparty/tvm | ||
url = https://github.com/neo-ai/tvm.git | ||
branch = neo-ai | ||
[submodule "3rdparty/neo-ai-treelite"] | ||
path = 3rdparty/neo-ai-treelite | ||
url = https://github.com/neo-ai/neo-ai-treelite.git |
Submodule neo-ai-treelite
added at
2ada54
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cmake_minimum_required (VERSION 3.1) | ||
project(dlr) | ||
#include(cmake/Utils.cmake) | ||
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# Use RPATH on Mac OS X as flexible mechanism for locating dependencies | ||
# See https://blog.kitware.com/upcoming-in-cmake-2-8-12-osx-rpath-support/ | ||
set(CMAKE_MACOSX_RPATH TRUE) | ||
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set(python-build "bp3-python setup.py build") | ||
set(CMAKE_LIBRARY_OUTPUT_DIRECTORY "${CMAKE_CURRENT_SOURCE_DIR}/build/lib") | ||
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# Set BUILD_SHARED_LIBS as option. By default, build shared libraries; | ||
# User can set this to OFF to build static libraries instead. | ||
option(BUILD_SHARED_LIBS "Build shared library" ON) | ||
option(TEST_COVERAGE "C++ test coverage" OFF) | ||
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#set_default_configuration_release() | ||
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# Compiler flags | ||
set(CMAKE_CXX_STANDARD 11) | ||
set(CMAKE_CXX_STANDARD_REQUIRED ON) | ||
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS}") | ||
set(CMAKE_POSITION_INDEPENDENT_CODE ON) | ||
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -funroll-loops") | ||
set(CMAKE_SHARED_LINKER_FLAGS "${CMAKE_SHARED_LINKER_FLAGS}") | ||
if(TEST_COVERAGE) | ||
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -g -O0 -fprofile-arcs -ftest-coverage") | ||
endif() | ||
set(TVM_RUNTIME_LINKER_LIBS "") | ||
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set(TVM_SRC "${PROJECT_SOURCE_DIR}/3rdparty/tvm") | ||
set(TREELITE_SRC "${PROJECT_SOURCE_DIR}/3rdparty/neo-ai-treelite") | ||
set(DMLC_CORE_SRC "${TVM_SRC}/3rdparty/dmlc-core") | ||
set(DLPACK_SRC "${TVM_SRC}/3rdparty/dlpack") | ||
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include_directories("${TVM_SRC}/include") | ||
include_directories("${TVM_SRC}/src/runtime") | ||
include_directories("${DLPACK_SRC}/include") | ||
include_directories("${DMLC_CORE_SRC}/include") | ||
include_directories("${TREELITE_SRC}/include") | ||
include_directories("${TREELITE_SRC}/runtime/native/include") | ||
include_directories("${PROJECT_SOURCE_DIR}/include") | ||
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FILE(GLOB_RECURSE DLR_SRC | ||
"src/*.cc" | ||
${TVM_SRC}/src/runtime/dso_module.cc | ||
${TVM_SRC}/src/runtime/cpu_device_api.cc | ||
${TVM_SRC}/src/contrib/sort/sort.cc | ||
) | ||
FILE(GLOB_RECURSE DLR_INC | ||
"src/*.h" | ||
"include/*.h" | ||
"${TVM_SRC}/src/*.h" | ||
"${TVM_SRC}/include/*.h" | ||
"${TREELITE_SRC}/src/*.h" | ||
"${TREELITE_SRC}/include/*.h" | ||
) | ||
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set(USE_CUDA OFF) | ||
set(USE_CUDNN OFF) | ||
set(USE_TENSORRT OFF) | ||
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if(USE_CUDA STREQUAL "ON") | ||
message("USING CUDA") | ||
set(USE_CUDA "/usr/local/cuda-9.0") | ||
set(CUDA_TOOLKIT_ROOT_DIR ${USE_CUDA}) | ||
message(STATUS "Custom CUDA_PATH=" ${CUDA_TOOLKIT_ROOT_DIR}) | ||
set(CUDA_INCLUDE_DIRS ${CUDA_TOOLKIT_ROOT_DIR}/include) | ||
include_directories(${CUDA_INCLUDE_DIRS}) | ||
find_library(_CUDA_CUDA_LIBRARY cuda | ||
PATHS ${CUDA_TOOLKIT_ROOT_DIR} | ||
PATH_SUFFIXES lib lib64 lib64/stubs) | ||
message(STATUS "CUDA_CUDA_LIBRARY: " ${_CUDA_CUDA_LIBRARY}) | ||
if(_CUDA_CUDA_LIBRARY) | ||
set(CUDA_CUDA_LIBRARY ${_CUDA_CUDA_LIBRARY}) | ||
endif() | ||
find_library(CUDA_CUDART_LIBRARY cudart | ||
PATHS ${CUDA_TOOLKIT_ROOT_DIR} | ||
PATH_SUFFIXES lib lib64) | ||
message(STATUS "CUDA_CUDART_LIBRARY: " ${CUDA_CUDART_LIBRARY}) | ||
list(APPEND TVM_RUNTIME_LINKER_LIBS ${CUDA_CUDART_LIBRARY}) | ||
list(APPEND TVM_RUNTIME_LINKER_LIBS ${CUDA_CUDA_LIBRARY}) | ||
list(APPEND TVM_RUNTIME_LINKER_LIBS ${CUDA_NVRTC_LIBRARY}) | ||
file(GLOB RUNTIME_CUDA_SRCS ${TVM_SRC}/src/runtime/cuda/*.cc) | ||
list(APPEND DLR_SRC ${RUNTIME_CUDA_SRCS}) | ||
endif() | ||
if(USE_CUDNN STREQUAL "ON") | ||
message("USING CUDNN") | ||
set(USE_CUDNN ${USE_CUDA}) | ||
set(CUDNN_TOOLKIT_ROOT_DIR ${USE_CUDNN}) | ||
message(STATUS "Custom CUDNN_PATH=" ${CUDNN_TOOLKIT_ROOT_DIR}) | ||
find_library(CUDA_CUDNN_LIBRARY cudnn | ||
PATH ${CUDNN_TOOLKIT_ROOT_DIR} | ||
PATH_SUFFIXES lib lib64) | ||
if (CUDA_CUDNN_LIBRARY MATCHES "NOTFOUND") | ||
set(CUDA_CUDNN_LIBRARY ${USE_CUDNN}/lib64/libcudnn.so) | ||
endif() | ||
message(STATUS "CUDA_CUDNN_LIBRARY: " ${CUDA_CUDNN_LIBRARY}) | ||
list(APPEND TVM_RUNTIME_LINKER_LIBS ${CUDA_CUDNN_LIBRARY}) | ||
file(GLOB CONTRIB_CUDNN_SRCS ${TVM_SRC}/src/contrib/cudnn/*.cc) | ||
list(APPEND RUNTIME_SRCS ${CONTRIB_CUDNN_SRCS}) | ||
endif() | ||
if(USE_TENSORRT STREQUAL "ON") | ||
message("USING TENSORRT") | ||
set(USE_TENSORRT "/home/ubuntu/TensorRT-4.0.1.6") | ||
set(TENSORRT_ROOT_DIR ${USE_TENSORRT}) | ||
message(STATUS "Custom TensorRT path: " ${TENSORRT_ROOT_DIR}) | ||
set(TENSORRT_INCLUDE_DIR ${TENSORRT_ROOT_DIR}/include) | ||
set(TENSORRT_LIB_DIR ${TENSORRT_ROOT_DIR}/lib) | ||
include_directories(${TENSORRT_INCLUDE_DIR}) | ||
file(GLOB TENSORRT_SRCS ${TVM_SRC}/src/contrib/subgraph/*.cc) | ||
list(APPEND DLR_SRC ${TENSORRT_SRCS}) | ||
find_library(TENSORRT_NVINFER_LIBRARY nvinfer | ||
PATH ${TENSORRT_LIB_DIR} | ||
PATH_SUFFIXES lib lib64) | ||
if (TENSORRT_NVINFER_LIBRARY MATCHES "NOTFOUND") | ||
set(TENSORRT_NVINFER_LIBRARY ${USE_TENSORRT}/lib/libnvinfer.so) | ||
endif() | ||
message(STATUS "TENSORRT_NVINFER_LIBRARY: " ${TENSORRT_NVINFER_LIBRARY}) | ||
list(APPEND TVM_RUNTIME_LINKER_LIBS ${TENSORRT_NVINFER_LIBRARY}) | ||
#set_source_files_properties(src/runtime/graph/graph_runtime.cc PROPERTIES COMPILE_DEFINITIONS "TVM_GRAPH_RUNTIME_TENSORRT") | ||
#set_property(GLOBAL PROPERTY COMPILE_DEFINITIONS "TVM_GRAPH_RUNTIME_TENSORRT") | ||
#set_target_properties(dlr PROPERTIES COMPILE_DEFINITIONS "TVM_GRAPH_RUNTIME_TENSORRT") | ||
add_definitions(-DTVM_GRAPH_RUNTIME_TENSORRT) | ||
endif() | ||
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set(MAIN_EXEC "") | ||
FILE(GLOB MAIN_SRC src/*.cc) | ||
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add_subdirectory(${TVM_SRC} EXCLUDE_FROM_ALL) | ||
add_subdirectory(${TREELITE_SRC} EXCLUDE_FROM_ALL) | ||
add_library(objdlr OBJECT ${DLR_SRC}) | ||
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#shared_library | ||
find_package(Threads) | ||
set(THREADS_PREFER_PTHREAD_FLAG TRUE) | ||
add_library(dlr SHARED $<TARGET_OBJECTS:objdlr>) | ||
set_target_properties(dlr PROPERTIES LINKER_LANGUAGE CXX) | ||
message(STATUS "TVM_RUNTIME_LINKER_LIBS: " ${TVM_RUNTIME_LINKER_LIBS}) | ||
target_link_libraries(dlr treelite_runtime_static tvm_runtime_static ${TVM_RUNTIME_LINKER_LIBS}) | ||
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set(OPREFIX object_) | ||
add_custom_target(combined_lib | ||
COMMAND mkdir -p ${OPREFIX}tvm_runtime || true && cd ${OPREFIX}tvm_runtime && ar -x ${TVM_RUNTIME} | ||
COMMAND mkdir -p ${OPREFIX}treelite_runtime || true && cd ${OPREFIX}treelite_runtime && ar -x ${TREELITE_RUNTIME} | ||
COMMAND g++ ${OPREFIX}*/*.o -shared -o ${CMAKE_CURRENT_SOURCE_DIR}/libcombined.so | ||
COMMAND rm -rf ${OPREFIX}* | ||
WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR} | ||
) | ||
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# Tests | ||
set(TEST_EXECS "") | ||
file(GLOB TEST_SRCS test/cpp/*.cc) | ||
find_library(GTEST_LIB NAMES libgtest.a gtest) | ||
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if(GTEST_LIB) | ||
foreach(__srcpath ${TEST_SRCS}) | ||
get_filename_component(__srcname ${__srcpath} NAME) | ||
string(REPLACE ".cc" "" __execname ${__srcname}) | ||
add_executable(${__execname} ${__srcpath}) | ||
list(APPEND TEST_EXECS ${__execname}) | ||
target_link_libraries(${__execname} | ||
dlr ${GTEST_LIB} pthread) | ||
set_target_properties(${__execname} PROPERTIES EXCLUDE_FROM_ALL 1) | ||
set_target_properties(${__execname} PROPERTIES EXCLUDE_FROM_DEFAULT_BUILD 1) | ||
endforeach() | ||
add_custom_target(dlrtest DEPENDS ${TEST_EXECS}) | ||
endif() | ||
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# Group sources | ||
#auto_source_group("${SOURCES}") |
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## Code of Conduct | ||
This project has adopted the [Amazon Open Source Code of Conduct](https://aws.github.io/code-of-conduct). | ||
For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq) or contact | ||
opensource-codeofconduct@amazon.com with any additional questions or comments. |
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# Contributing Guidelines | ||
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Thank you for your interest in contributing to our project. Whether it's a bug report, new feature, correction, or additional | ||
documentation, we greatly value feedback and contributions from our community. | ||
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Please read through this document before submitting any issues or pull requests to ensure we have all the necessary | ||
information to effectively respond to your bug report or contribution. | ||
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## Reporting Bugs/Feature Requests | ||
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We welcome you to use the GitHub issue tracker to report bugs or suggest features. | ||
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When filing an issue, please check [existing open](https://github.com/neo-ai/neo-ai/issues), or [recently closed](https://github.com/neo-ai/neo-ai/issues?utf8=%E2%9C%93&q=is%3Aissue%20is%3Aclosed%20), issues to make sure somebody else hasn't already | ||
reported the issue. Please try to include as much information as you can. Details like these are incredibly useful: | ||
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* A reproducible test case or series of steps | ||
* The version of our code being used | ||
* Any modifications you've made relevant to the bug | ||
* Anything unusual about your environment or deployment | ||
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## Contributing via Pull Requests | ||
Contributions via pull requests are much appreciated. Before sending us a pull request, please ensure that: | ||
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1. You are working against the latest source on the *master* branch. | ||
2. You check existing open, and recently merged, pull requests to make sure someone else hasn't addressed the problem already. | ||
3. You open an issue to discuss any significant work - we would hate for your time to be wasted. | ||
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To send us a pull request, please: | ||
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1. Fork the repository. | ||
2. Modify the source; please focus on the specific change you are contributing. If you also reformat all the code, it will be hard for us to focus on your change. | ||
3. Ensure local tests pass. | ||
4. Commit to your fork using clear commit messages. | ||
5. Send us a pull request, answering any default questions in the pull request interface. | ||
6. Pay attention to any automated CI failures reported in the pull request, and stay involved in the conversation. | ||
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GitHub provides additional document on [forking a repository](https://help.github.com/articles/fork-a-repo/) and | ||
[creating a pull request](https://help.github.com/articles/creating-a-pull-request/). | ||
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## Finding contributions to work on | ||
Looking at the existing issues is a great way to find something to contribute on. As our projects, by default, use the default GitHub issue labels (enhancement/bug/duplicate/help wanted/invalid/question/wontfix), looking at any ['help wanted'](https://github.com/neo-ai/neo-ai/labels/help%20wanted) issues is a great place to start. | ||
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## Code of Conduct | ||
This project has adopted the [Amazon Open Source Code of Conduct](https://aws.github.io/code-of-conduct). | ||
For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq) or contact | ||
opensource-codeofconduct@amazon.com with any additional questions or comments. | ||
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## Security issue notifications | ||
If you discover a potential security issue in this project we ask that you notify AWS/Amazon Security via our [vulnerability reporting page](http://aws.amazon.com/security/vulnerability-reporting/). Please do **not** create a public github issue. | ||
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## Licensing | ||
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See the [LICENSE](https://github.com/neo-ai/neo-ai/blob/master/LICENSE) file for our project's licensing. We will ask you to confirm the licensing of your contribution. | ||
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We may ask you to sign a [Contributor License Agreement (CLA)](http://en.wikipedia.org/wiki/Contributor_License_Agreement) for larger changes. |
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# DLR | ||
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