Build light weight PyRuntime without llvm or onnx-mlir (onnx#3044)

* pass test Signed-off-by: Chen Tong <[email protected]> * package Signed-off-by: Chen Tong <[email protected]> * clean makefile Signed-off-by: Chen Tong <[email protected]> * document Signed-off-by: Chen Tong <[email protected]> * fix MLIR.cmake Signed-off-by: Chen Tong <[email protected]> * fix script Signed-off-by: Chen Tong <[email protected]> * fix Signed-off-by: Chen Tong <[email protected]> * add comments Signed-off-by: Chen Tong <[email protected]> * LIGHT Signed-off-by: Chen Tong <[email protected]> --------- Signed-off-by: Chen Tong <[email protected]>
christopherlmunoz · Jan 30, 2025 · e24fd5c · e24fd5c
1 parent 9d8898b
commit e24fd5c
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Showing 23 changed files with 786 additions and 61 deletions.
diff --git a/CMakeLists.txt b/CMakeLists.txt
@@ -11,6 +11,7 @@ option(ONNX_MLIR_ENABLE_STABLEHLO "Enable StableHLO support." ON)
 option(ONNX_MLIR_ENABLE_WERROR "Enable warnings as errors." OFF)
 option(ONNX_MLIR_SUPPRESS_THIRD_PARTY_WARNINGS "Suppress warning in third_party code." ON)
 option(ONNX_MLIR_ENABLE_JAVA "Set to ON for building the Java runtime, tools, and tests" ON)
+option(ONNX_MLIR_ENABLE_PYRUNTIME_LIGHT "Set to ON for building Python driver of running the compiled model without llvm-project." OFF)
 
 set(CMAKE_CXX_STANDARD 17)
 
@@ -73,8 +74,10 @@ set(ONNX_MLIR_INCLUDE_PATH ${CMAKE_INCLUDE_OUTPUT_DIRECTORY})
 set(ONNX_MLIR_VENDOR ${PACKAGE_VENDOR} CACHE STRING
   "Vendor-specific text for showing with version information.")
 
-include(CTest)
-include(ExternalProject)
+if(NOT ONNX_MLIR_ENABLE_PYRUNTIME_LIGHT)
+  include(CTest)
+  include(ExternalProject)
+endif()
 include(MLIR.cmake)
 
 # MLIR.cmake calls find_package(MLIR) which sets LLVM_MINIMUM_PYTHON_VERSION
@@ -159,23 +162,29 @@ endif()
 set(CMAKE_MESSAGE_LOG_LEVEL NOTICE)
 
 # Add third party subdirectories and define options appropriate to run their cmakes.
-set(pybind11_FIND_QUIETLY ON)
-add_subdirectory(third_party/onnx)
-add_subdirectory(third_party/pybind11)
-add_subdirectory(third_party/rapidcheck)
+if (ONNX_MLIR_ENABLE_PYRUNTIME_LIGHT)
+  add_subdirectory(third_party/onnx)
+  add_subdirectory(third_party/pybind11)
+else()
+  set(pybind11_FIND_QUIETLY ON)
+  add_subdirectory(third_party/onnx)
+  add_subdirectory(third_party/pybind11)
 
-if (ONNX_MLIR_ENABLE_STABLEHLO)
-  add_subdirectory(third_party/stablehlo EXCLUDE_FROM_ALL)
-endif()
+  add_subdirectory(third_party/rapidcheck)
 
-if (NOT TARGET benchmark)
-  set(BENCHMARK_USE_BUNDLED_GTEST OFF)
-  set(BENCHMARK_ENABLE_GTEST_TESTS OFF)
-  set(BENCHMARK_ENABLE_TESTING OFF)
-  set(BENCHMARK_ENABLE_WERROR OFF)
-  # Since LLVM requires C++11 (or higher) it is safe to assume that std::regex is available.
-  set(HAVE_STD_REGEX ON CACHE BOOL "OK" FORCE)
-  add_subdirectory(third_party/benchmark)
+  if (ONNX_MLIR_ENABLE_STABLEHLO)
+    add_subdirectory(third_party/stablehlo EXCLUDE_FROM_ALL)
+  endif()
+
+  if (NOT TARGET benchmark)
+    set(BENCHMARK_USE_BUNDLED_GTEST OFF)
+    set(BENCHMARK_ENABLE_GTEST_TESTS OFF)
+    set(BENCHMARK_ENABLE_TESTING OFF)
+    set(BENCHMARK_ENABLE_WERROR OFF)
+    # Since LLVM requires C++11 (or higher) it is safe to assume that std::regex is available.
+    set(HAVE_STD_REGEX ON CACHE BOOL "OK" FORCE)
+    add_subdirectory(third_party/benchmark)
+  endif()
 endif()
 
 # All libraries and executables coming from llvm or ONNX-MLIR have had their
@@ -207,8 +216,12 @@ if (ONNX_MLIR_ENABLE_STABLEHLO)
   add_compile_definitions(ONNX_MLIR_ENABLE_STABLEHLO)
 endif()
 
-add_subdirectory(utils)
-add_subdirectory(include)
-add_subdirectory(src)
-add_subdirectory(docs)
-add_subdirectory(test)
+if (ONNX_MLIR_ENABLE_PYRUNTIME_LIGHT)
+  add_subdirectory(src)
+else()
+  add_subdirectory(utils)
+  add_subdirectory(include)
+  add_subdirectory(src)
+  add_subdirectory(docs)
+  add_subdirectory(test)
+endif()
diff --git a/MLIR.cmake b/MLIR.cmake
@@ -1,33 +1,41 @@
 # SPDX-License-Identifier: Apache-2.0
 
-# Must unset LLVM_DIR in cache. Otherwise, when MLIR_DIR changes LLVM_DIR
-# won't change accordingly.
-unset(LLVM_DIR CACHE)
-if (NOT DEFINED MLIR_DIR)
-  message(FATAL_ERROR "MLIR_DIR is not configured but it is required. "
-    "Set the cmake option MLIR_DIR, e.g.,\n"
-    "    cmake -DMLIR_DIR=/path/to/llvm-project/build/lib/cmake/mlir ..\n"
-    )
-endif()
+if (ONNX_MLIR_ENABLE_PYRUNTIME_LIGHT)
+  # This function is defined in llvm_project.
+  # Define a dummy function for PYRUNTIME_LIGHT.
+  # If needed, the definition from llvm_project can be copied.
+  function(llvm_update_compile_flags name)
+  endfunction()
+else()
+  # Must unset LLVM_DIR in cache. Otherwise, when MLIR_DIR changes LLVM_DIR
+  # won't change accordingly.
+  unset(LLVM_DIR CACHE)
+  if (NOT DEFINED MLIR_DIR)
+    message(FATAL_ERROR "MLIR_DIR is not configured but it is required. "
+      "Set the cmake option MLIR_DIR, e.g.,\n"
+      "    cmake -DMLIR_DIR=/path/to/llvm-project/build/lib/cmake/mlir ..\n"
+      )
+  endif()
 
-find_package(MLIR REQUIRED CONFIG)
+  find_package(MLIR REQUIRED CONFIG)
 
-message(STATUS "Using MLIRConfig.cmake in: ${MLIR_DIR}")
-message(STATUS "Using LLVMConfig.cmake in: ${LLVM_DIR}")
+  message(STATUS "Using MLIRConfig.cmake in: ${MLIR_DIR}")
+  message(STATUS "Using LLVMConfig.cmake in: ${LLVM_DIR}")
 
-list(APPEND CMAKE_MODULE_PATH "${MLIR_CMAKE_DIR}")
-list(APPEND CMAKE_MODULE_PATH "${LLVM_CMAKE_DIR}")
+  list(APPEND CMAKE_MODULE_PATH "${MLIR_CMAKE_DIR}")
+  list(APPEND CMAKE_MODULE_PATH "${LLVM_CMAKE_DIR}")
 
-include(TableGen)
-include(AddLLVM)
-include(AddMLIR)
+  include(TableGen)
+  include(AddLLVM)
+  include(AddMLIR)
 
-include(HandleLLVMOptions)
+  include(HandleLLVMOptions)
 
-include_directories(${LLVM_INCLUDE_DIRS})
-include_directories(${MLIR_INCLUDE_DIRS})
+  include_directories(${LLVM_INCLUDE_DIRS})
+  include_directories(${MLIR_INCLUDE_DIRS})
 
-add_definitions(${LLVM_DEFINITIONS})
+  add_definitions(${LLVM_DEFINITIONS})
+endif()
 
 set(BUILD_SHARED_LIBS ${LLVM_ENABLE_SHARED_LIBS} CACHE BOOL "" FORCE)
 message(STATUS "BUILD_SHARED_LIBS        : " ${BUILD_SHARED_LIBS})
@@ -158,7 +166,9 @@ function(add_onnx_mlir_library name)
     )
 
   if (NOT ARG_EXCLUDE_FROM_OM_LIBS)
-    set_property(GLOBAL APPEND PROPERTY ONNX_MLIR_LIBS ${name})
+    if (NOT ONNX_MLIR_ENABLE_PYRUNTIME_LIGHT)
+      set_property(GLOBAL APPEND PROPERTY ONNX_MLIR_LIBS ${name})
+    endif()
   endif()
 
   add_library(${name} ${ARG_UNPARSED_ARGUMENTS})

diff --git a/docs/BuildPyRuntimeLit.md b/docs/BuildPyRuntimeLit.md
@@ -0,0 +1,39 @@
+# How to build and use PyRuntime lit
+
+## Purpsoe
+
+PyRuntime lit is a different way to build the original PyRuntime (src/Runtime/python).
+All necessary dependence, such as llvm_project and onnx-mlir compiler is removed. The purpose is to easily build the python driver for the model execution on 
+different systems. Currently, only the OMTenserUtils (src/Runtime), Python driver (src/Runtime/python), third_party/onnx and third_party/pybind11 are built.
+
+The build of PyRuntime lit is controlled by a CMake option: ONNX_MLIR_ENABLE_PYRUNTIME_LIT. Without this option to cmake, the whole system remains the same.
+
+## Functionalities
+1. Build the python driver without llvm_project and onnx-mlir compiler built.
+2. The python driver can be used with utils/RunONNXModel.py, or onnxmlir python package.
+3. With PyRuntime lit, the compiler has not been built locally and docker image of onnx-mlir has to be usd to compile the model. The onnxmlir package contains
+the python code to use python docker package to perform the compilation. Alternatively, the old script, onnx-mlir/docker/onnx-mlir.py, can do the fulfill the same task with subprocess and docker CLI.
+
+## How to use
+You can find the script for build and run at "onnx-mlir/utils/build-pyruntime-lit.sh.
+```
+#!/bin/bash
+
+# Assume you are in an empty directory for build in cloned onnx-mlir.
+# Usually it is "your_path/onnx-mlir/build"
+# then you can run this script as "../util/build-pyruntime-lit.sh"
+
+cmake .. -DONNX_MLIR_ENABLE_PYRUNTIME_LIT=ON
+make
+make OMCreatePyRuntimePackage
+
+# Install the package
+pip3 install -e src/Runtime/python/onnxmlir
+# -e is necessary for current package. Need to add resource description
+# to install the pre-compiled binary
+
+# Run test case
+cd src/Runtime/python/onnxmlir/tests
+python3 test_1.py
+# Current limitation on where the model is
+```
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
@@ -1,5 +1,15 @@
 # SPDX-License-Identifier: Apache-2.0
 
+if (ONNX_MLIR_ENABLE_PYRUNTIME_LIGHT)
+  add_subdirectory(Runtime)
+  # Accelerators introduces a target AcceleratorsInc. Define a dummy one here
+  add_custom_target(AcceleratorsInc
+      COMMAND echo "This is the dummy definition for AcceleratorsInc"
+  ) 
+  add_compile_definitions(ENABLE_PYRUNTIME_LIGHT)
+  return()
+endif()
+
 add_subdirectory(Accelerators)
 add_subdirectory(Interface)
 add_subdirectory(Dialect)

diff --git a/src/Runtime/CMakeLists.txt b/src/Runtime/CMakeLists.txt
@@ -1,8 +1,10 @@
 
 # SPDX-License-Identifier: Apache-2.0
 
+if (NOT ONNX_MLIR_ENABLE_PYRUNTIME_LIGHT)
 add_subdirectory(jni)
 add_subdirectory(omp)
+endif()
 add_subdirectory(python)
 
 # TODO: should add for each accelerator its subdirectory that implements InitAccel##name
@@ -65,6 +67,17 @@ set_target_properties(OMTensorUtils
   POSITION_INDEPENDENT_CODE TRUE
   )
 
+if (ONNX_MLIR_ENABLE_PYRUNTIME_LIGHT)
+add_compile_definitions(ENABLE_PYRUNTIME_LIGHT)
+add_onnx_mlir_library(OMExecutionSession
+  ExecutionSession.cpp
+
+  EXCLUDE_FROM_OM_LIBS
+
+  LINK_LIBS PUBLIC
+  OMTensorUtils
+  )
+else()
 add_onnx_mlir_library(OMExecutionSession
   ExecutionSession.cpp
 
@@ -74,6 +87,7 @@ add_onnx_mlir_library(OMExecutionSession
   OMTensorUtils
   LLVMSupport
   )
+endif()
 set_target_properties(OMExecutionSession
   PROPERTIES
   POSITION_INDEPENDENT_CODE TRUE

diff --git a/src/Runtime/ExecutionSession.cpp b/src/Runtime/ExecutionSession.cpp
@@ -21,9 +21,13 @@
 #include <sstream>
 #include <vector>
 
+#ifndef ENABLE_PYRUNTIME_LIGHT
 #include "llvm/ADT/SmallString.h"
 #include "llvm/Support/ManagedStatic.h"
 #include "llvm/Support/Path.h"
+#else
+#include <dlfcn.h>
+#endif
 
 #include "ExecutionSession.hpp"
 #include "OMTensorListHelper.hpp"
@@ -44,16 +48,24 @@ void ExecutionSession::Init(
 
   // If there is no tag, use the model filename without extension as a tag.
   if (tag == "") {
+    // ToFix: equivalent implementation of llvm utilities.
+    // The would not be an urgent issue, because tag is usually "NONE"
+#ifndef ENABLE_PYRUNTIME_LIGHT
     std::string fname = llvm::sys::path::filename(sharedLibPath).str();
     llvm::SmallString<256> fnameWithoutExt(fname);
     llvm::sys::path::replace_extension(fnameWithoutExt, "");
     tag = fnameWithoutExt.str().lower();
+#endif
   }
 
   // tag = "NONE" to use functions without tag.
   std::string lowDashTag;
+  // ToFix: equivalent implementation of llv::StringRef
+#ifndef ENABLE_PYRUNTIME_LIGHT
+  // Assume tag is always NONE
   if (!llvm::StringRef(tag).equals_insensitive("NONE"))
     lowDashTag = "_" + tag;
+#endif
 
 #if defined(_WIN32)
   // Use functions without tags on Windows since we cannot define at compile
@@ -63,31 +75,55 @@ void ExecutionSession::Init(
 #endif
 
   // Init symbols used by execution session.
+#ifndef ENABLE_PYRUNTIME_LIGHT
   _sharedLibraryHandle =
       llvm::sys::DynamicLibrary::getLibrary(sharedLibPath.c_str());
   if (!_sharedLibraryHandle.isValid())
     throw std::runtime_error(reportLibraryOpeningError(sharedLibPath));
+#else
+  // Copy code from llvm/lib/Support/DynamicLibrary.cpp, especially the flags
+  // ToFix: copy the lock related code too.
+  _sharedLibraryHandle = dlopen(sharedLibPath.c_str(), RTLD_LAZY | RTLD_GLOBAL);
+  if (!_sharedLibraryHandle)
+    throw std::runtime_error(reportLibraryOpeningError(sharedLibPath));
+#endif
 
   std::string queryEntryPointsNameWithTag = _queryEntryPointsName + lowDashTag;
+#ifndef ENABLE_PYRUNTIME_LIGHT
   _queryEntryPointsFunc = reinterpret_cast<queryEntryPointsFuncType>(
       _sharedLibraryHandle.getAddressOfSymbol(
           queryEntryPointsNameWithTag.c_str()));
+#else
+  _queryEntryPointsFunc = reinterpret_cast<queryEntryPointsFuncType>(
+      dlsym(_sharedLibraryHandle, queryEntryPointsNameWithTag.c_str()));
+#endif
+
   if (!_queryEntryPointsFunc)
     throw std::runtime_error(
         reportSymbolLoadingError(queryEntryPointsNameWithTag));
 
   std::string inputSignatureNameWithTag = _inputSignatureName + lowDashTag;
+#ifndef ENABLE_PYRUNTIME_LIGHT
   _inputSignatureFunc = reinterpret_cast<signatureFuncType>(
       _sharedLibraryHandle.getAddressOfSymbol(
           inputSignatureNameWithTag.c_str()));
+#else
+  _inputSignatureFunc = reinterpret_cast<signatureFuncType>(
+      dlsym(_sharedLibraryHandle, inputSignatureNameWithTag.c_str()));
+#endif
   if (!_inputSignatureFunc)
     throw std::runtime_error(
         reportSymbolLoadingError(inputSignatureNameWithTag));
 
   std::string outputSignatureNameWithTag = _outputSignatureName + lowDashTag;
+#ifndef ENABLE_PYRUNTIME_LIGHT
   _outputSignatureFunc = reinterpret_cast<signatureFuncType>(
       _sharedLibraryHandle.getAddressOfSymbol(
           outputSignatureNameWithTag.c_str()));
+#else
+  _outputSignatureFunc = reinterpret_cast<signatureFuncType>(
+      dlsym(_sharedLibraryHandle, outputSignatureNameWithTag.c_str()));
+#endif
   if (!_outputSignatureFunc)
     throw std::runtime_error(
         reportSymbolLoadingError(outputSignatureNameWithTag));
@@ -114,8 +150,13 @@ void ExecutionSession::Init(
 }
 
 ExecutionSession::~ExecutionSession() {
+#ifndef ENABLE_PYRUNTIME_LIGHT
   if (_sharedLibraryHandle.isValid())
     llvm::sys::DynamicLibrary::closeLibrary(_sharedLibraryHandle);
+#else
+  if (!_sharedLibraryHandle)
+    dlclose(_sharedLibraryHandle);
+#endif
 }
 
 // =============================================================================
@@ -132,8 +173,13 @@ const std::string *ExecutionSession::queryEntryPoints(
 void ExecutionSession::setEntryPoint(const std::string &entryPointName) {
   if (!isInitialized)
     throw std::runtime_error(reportInitError());
+#ifndef ENABLE_PYRUNTIME_LIGHT
   _entryPointFunc = reinterpret_cast<entryPointFuncType>(
       _sharedLibraryHandle.getAddressOfSymbol(entryPointName.c_str()));
+#else
+  _entryPointFunc = reinterpret_cast<entryPointFuncType>(
+      dlsym(_sharedLibraryHandle, entryPointName.c_str()));
+#endif
   if (!_entryPointFunc)
     throw std::runtime_error(reportSymbolLoadingError(entryPointName));
   _entryPointName = entryPointName;