From 4a345e381d14885c9754a31032c294ea179127e1 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Mon, 8 Apr 2024 15:00:04 +0800
Subject: [PATCH 01/21] update actions

---
 .github/workflows/build.yml | 16 ++++++++++++----
 1 file changed, 12 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 6a9c28692..1378fee8f 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -11,21 +11,26 @@ permissions:
 
 jobs:
   build:
-
+    # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily run on Ubuntu-latest.
+    # However, to ensure the stability of the packaging system, we will need to fix the Ubuntu version in the future.
     runs-on: ubuntu-latest
 
+    # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily only package executable files for Python 3.8.
+    # In the future, we will need to extend support to cover Python 3.8 through Python 3.10.
     steps:
-    - name: Set up Python
+    - name: Setup Python 3.5
       uses: actions/setup-python@v5
       with:
-        python-version: '3.x'
+        python-version: '3.8'
 
+    # Checkout the latest branch of Paddle2ONNX.
     - name: Checkout Paddle2ONNX
       uses: actions/checkout@v4
       with:
         submodules: true
         path: paddle2onnx
 
+    # Checkout the branch(v3.16.0) of Paddle2ONNX.
     - name: Checkout Protobuf
       uses: actions/checkout@v4
       with:
@@ -33,6 +38,7 @@ jobs:
         ref: v3.16.0
         path: protobuf
 
+    # Build Protobuf, detailed process can refer to the [Paddle2ONNX construction documentation](https://github.com/PaddlePaddle/Paddle2ONNX/blob/develop/docs/zh/compile.md).
     - name: Build Protobuf
       working-directory: ./protobuf
       run: |
@@ -42,12 +48,14 @@ jobs:
         cmake --build ./build_wd -- install
         echo "$PWD/install_dir/bin" >> $GITHUB_PATH
 
-    - name: Install dependencies
+    # Install Dependencies for Python
+    - name: Install Dependencies for Python
       run: |
         python -m pip install --upgrade pip
         pip install setuptools wheel auditwheel auditwheel-symbols
         if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
 
+    # Build Paddle2ONNX
     - name: Build Paddle2ONNX
       working-directory: ./paddle2onnx
       run: |

From 1741a877dfa0959c3e38afc7fc5a1ab5ea40456b Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Mon, 8 Apr 2024 17:05:23 +0800
Subject: [PATCH 02/21] remove setup_dev.py update build.yml

---
 .github/workflows/build.yml |   7 +-
 setup_dev.py                | 319 ------------------------------------
 2 files changed, 4 insertions(+), 322 deletions(-)
 delete mode 100644 setup_dev.py

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 1378fee8f..9aaa61b5f 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -13,12 +13,12 @@ jobs:
   build:
     # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily run on Ubuntu-latest.
     # However, to ensure the stability of the packaging system, we will need to fix the Ubuntu version in the future.
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-20.04
 
     # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily only package executable files for Python 3.8.
     # In the future, we will need to extend support to cover Python 3.8 through Python 3.10.
     steps:
-    - name: Setup Python 3.5
+    - name: Setup Python 3.8
       uses: actions/setup-python@v5
       with:
         python-version: '3.8'
@@ -59,4 +59,5 @@ jobs:
     - name: Build Paddle2ONNX
       working-directory: ./paddle2onnx
       run: |
-        python setup.py install
+        python setup.py bdist_wheel
+        auditwheel repair dist/paddle2onnx-$(cat VERSION_NUMBER)-cp39-cp39-linux_x86_64.whl
diff --git a/setup_dev.py b/setup_dev.py
deleted file mode 100644
index 99bad0169..000000000
--- a/setup_dev.py
+++ /dev/null
@@ -1,319 +0,0 @@
-#   Copyright (c) 2020 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.
-# This file referred to github.com/onnx/onnx.git
-
-from __future__ import absolute_import
-from __future__ import division
-from __future__ import print_function
-from __future__ import unicode_literals
-
-from distutils.spawn import find_executable
-from distutils import sysconfig, log
-import setuptools
-import setuptools.command.build_py
-import setuptools.command.develop
-import setuptools.command.build_ext
-
-from collections import namedtuple
-from contextlib import contextmanager
-import glob
-import os
-import shlex
-import subprocess
-import sys
-import platform
-from textwrap import dedent
-import multiprocessing
-
-TOP_DIR = os.path.realpath(os.path.dirname(__file__))
-SRC_DIR = os.path.join(TOP_DIR, 'paddle2onnx')
-CMAKE_BUILD_DIR = os.path.join(TOP_DIR, '.setuptools-cmake-build')
-
-WINDOWS = (os.name == 'nt')
-
-CMAKE = find_executable('cmake3') or find_executable('cmake')
-MAKE = find_executable('make')
-
-setup_requires = []
-extras_require = {}
-
-################################################################################
-# Global variables for controlling the build variant
-################################################################################
-
-# Default value is set to TRUE\1 to keep the settings same as the current ones.
-# However going forward the recomemded way to is to set this to False\0
-USE_MSVC_STATIC_RUNTIME = bool(os.getenv('USE_MSVC_STATIC_RUNTIME', '1') == '1')
-ONNX_NAMESPACE = os.getenv('ONNX_NAMESPACE', 'paddle2onnx')
-################################################################################
-# Version
-################################################################################
-
-try:
-    git_version = subprocess.check_output(
-        ['git', 'rev-parse', 'HEAD'], cwd=TOP_DIR).decode('ascii').strip()
-except (OSError, subprocess.CalledProcessError):
-    git_version = None
-
-with open(os.path.join(TOP_DIR, 'VERSION_NUMBER')) as version_file:
-    VersionInfo = namedtuple('VersionInfo', ['version', 'git_version'])(
-        version=version_file.read().strip(), git_version=git_version)
-
-################################################################################
-# Pre Check
-################################################################################
-
-assert CMAKE, 'Could not find "cmake" executable!'
-
-################################################################################
-# Utilities
-################################################################################
-
-
-@contextmanager
-def cd(path):
-    if not os.path.isabs(path):
-        raise RuntimeError('Can only cd to absolute path, got: {}'.format(path))
-    orig_path = os.getcwd()
-    os.chdir(path)
-    try:
-        yield
-    finally:
-        os.chdir(orig_path)
-
-
-################################################################################
-# Customized commands
-################################################################################
-
-
-class ONNXCommand(setuptools.Command):
-    user_options = []
-
-    def initialize_options(self):
-        pass
-
-    def finalize_options(self):
-        pass
-
-
-class create_version(ONNXCommand):
-    def run(self):
-        with open(os.path.join(SRC_DIR, 'version.py'), 'w') as f:
-            f.write(
-                dedent('''\
-            # This file is generated by setup.py. DO NOT EDIT!
-            from __future__ import absolute_import
-            from __future__ import division
-            from __future__ import print_function
-            from __future__ import unicode_literals
-            version = '{version}'
-            git_version = '{git_version}'
-            '''.format(**dict(VersionInfo._asdict()))))
-
-
-class cmake_build(setuptools.Command):
-    """
-    Compiles everything when `python setupmnm.py build` is run using cmake.
-    Custom args can be passed to cmake by specifying the `CMAKE_ARGS`
-    environment variable.
-    The number of CPUs used by `make` can be specified by passing `-j<ncpus>`
-    to `setup.py build`.  By default all CPUs are used.
-    """
-    user_options = [(str('jobs='), str('j'),
-                     str('Specifies the number of jobs to use with make'))]
-
-    built = False
-
-    def initialize_options(self):
-        self.jobs = None
-
-    def finalize_options(self):
-        if sys.version_info[0] >= 3:
-            self.set_undefined_options('build', ('parallel', 'jobs'))
-        if self.jobs is None and os.getenv("MAX_JOBS") is not None:
-            self.jobs = os.getenv("MAX_JOBS")
-        self.jobs = multiprocessing.cpu_count() if self.jobs is None else int(
-            self.jobs)
-
-    def run(self):
-        if cmake_build.built:
-            return
-        cmake_build.built = True
-        if not os.path.exists(CMAKE_BUILD_DIR):
-            os.makedirs(CMAKE_BUILD_DIR)
-
-        with cd(CMAKE_BUILD_DIR):
-            build_type = 'Release'
-            # configure
-            cmake_args = [
-                CMAKE,
-                '-DPYTHON_INCLUDE_DIR={}'.format(sysconfig.get_python_inc()),
-                '-DPYTHON_EXECUTABLE={}'.format(sys.executable),
-                '-DBUILD_PADDLE2ONNX_PYTHON=ON',
-                '-DCMAKE_EXPORT_COMPILE_COMMANDS=ON',
-                '-DONNX_NAMESPACE={}'.format(ONNX_NAMESPACE),
-                '-DPY_EXT_SUFFIX={}'.format(
-                    sysconfig.get_config_var('EXT_SUFFIX') or ''),
-            ]
-            cmake_args.append('-DCMAKE_BUILD_TYPE=%s' % build_type)
-            if WINDOWS:
-                cmake_args.extend([
-                    # we need to link with libpython on windows, so
-                    # passing python version to window in order to
-                    # find python in cmake
-                    '-DPY_VERSION={}'.format('{0}.{1}'.format(* \
-                                                              sys.version_info[:2])),
-                ])
-                if platform.architecture()[0] == '64bit':
-                    cmake_args.extend(['-A', 'x64', '-T', 'host=x64'])
-                else:
-                    cmake_args.extend(['-A', 'Win32', '-T', 'host=x86'])
-            if 'CMAKE_ARGS' in os.environ:
-                extra_cmake_args = shlex.split(os.environ['CMAKE_ARGS'])
-                # prevent crossfire with downstream scripts
-                del os.environ['CMAKE_ARGS']
-                log.info('Extra cmake args: {}'.format(extra_cmake_args))
-                cmake_args.extend(extra_cmake_args)
-            cmake_args.append(TOP_DIR)
-            subprocess.check_call(cmake_args)
-
-            build_args = [CMAKE, '--build', os.curdir]
-            if WINDOWS:
-                build_args.extend(['--config', build_type])
-                build_args.extend(['--', '/maxcpucount:{}'.format(self.jobs)])
-            else:
-                build_args.extend(['--', '-j', str(self.jobs)])
-            subprocess.check_call(build_args)
-
-
-class build_py(setuptools.command.build_py.build_py):
-    def run(self):
-        self.run_command('create_version')
-        self.run_command('cmake_build')
-
-        generated_python_files = \
-            glob.glob(os.path.join(CMAKE_BUILD_DIR, 'paddle2onnx', '*.py')) + \
-            glob.glob(os.path.join(CMAKE_BUILD_DIR, 'paddle2onnx', '*.pyi'))
-
-        for src in generated_python_files:
-            dst = os.path.join(TOP_DIR, os.path.relpath(src, CMAKE_BUILD_DIR))
-            self.copy_file(src, dst)
-
-        return setuptools.command.build_py.build_py.run(self)
-
-
-class develop(setuptools.command.develop.develop):
-    def run(self):
-        self.run_command('build_py')
-        setuptools.command.develop.develop.run(self)
-
-
-class build_ext(setuptools.command.build_ext.build_ext):
-    def run(self):
-        self.run_command('cmake_build')
-        setuptools.command.build_ext.build_ext.run(self)
-
-    def build_extensions(self):
-        for ext in self.extensions:
-            fullname = self.get_ext_fullname(ext.name)
-            filename = os.path.basename(self.get_ext_filename(fullname))
-
-            lib_path = CMAKE_BUILD_DIR
-            if os.name == 'nt':
-                debug_lib_dir = os.path.join(lib_path, "Debug")
-                release_lib_dir = os.path.join(lib_path, "Release")
-                if os.path.exists(debug_lib_dir):
-                    lib_path = debug_lib_dir
-                elif os.path.exists(release_lib_dir):
-                    lib_path = release_lib_dir
-            src = os.path.join(lib_path, filename)
-            dst = os.path.join(
-                os.path.realpath(self.build_lib), "paddle2onnx", filename)
-            self.copy_file(src, dst)
-
-
-class mypy_type_check(ONNXCommand):
-    description = 'Run MyPy type checker'
-
-    def run(self):
-        """Run command."""
-        onnx_script = os.path.realpath(
-            os.path.join(
-                os.path.dirname(os.path.abspath(__file__)),
-                "tools/mypy-onnx.py"))
-        returncode = subprocess.call([sys.executable, onnx_script])
-        sys.exit(returncode)
-
-
-cmdclass = {
-    'create_version': create_version,
-    'cmake_build': cmake_build,
-    'build_py': build_py,
-    'develop': develop,
-    'build_ext': build_ext,
-    'typecheck': mypy_type_check,
-}
-
-################################################################################
-# Extensions
-################################################################################
-
-ext_modules = [
-    setuptools.Extension(
-        name=str('paddle2onnx.paddle2onnx_cpp2py_export'), sources=[])
-]
-
-################################################################################
-# Packages
-################################################################################
-
-# no need to do fancy stuff so far
-packages = setuptools.find_packages()
-
-################################################################################
-# Test
-################################################################################
-
-setup_requires.append('pytest-runner')
-
-if sys.version_info[0] == 3:
-    # Mypy doesn't work with Python 2
-    extras_require['mypy'] = ['mypy==0.600']
-
-################################################################################
-# Final
-################################################################################
-
-setuptools.setup(
-    name="paddle2onnx",
-    version=VersionInfo.version,
-    description="Export PaddlePaddle to ONNX",
-    ext_modules=ext_modules,
-    cmdclass=cmdclass,
-    packages=packages,
-    include_package_data=True,
-    setup_requires=setup_requires,
-    extras_require=extras_require,
-    author='paddle-infer',
-    author_email='paddle-infer@baidu.com',
-    url='https://github.com/PaddlePaddle/Paddle2ONNX.git',
-    #    install_requires=['six', 'protobuf', 'onnx<=1.9.0'],
-    classifiers=[
-        "Programming Language :: Python :: 3",
-        "License :: OSI Approved :: Apache Software License",
-        "Operating System :: OS Independent",
-    ],
-    license='Apache 2.0',
-    entry_points={'console_scripts': ['paddle2onnx=paddle2onnx.command:main']})

From 9d774c30e3d3ebaa18988c0c8b8c34ce22216779 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Mon, 8 Apr 2024 17:15:37 +0800
Subject: [PATCH 03/21] update build.yml

---
 .github/workflows/build.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 9aaa61b5f..9ac80b311 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -60,4 +60,4 @@ jobs:
       working-directory: ./paddle2onnx
       run: |
         python setup.py bdist_wheel
-        auditwheel repair dist/paddle2onnx-$(cat VERSION_NUMBER)-cp39-cp39-linux_x86_64.whl
+        auditwheel repair dist/paddle2onnx-$(cat VERSION_NUMBER)-cp38-cp38-linux_x86_64.whl

From 1e8d278830bfd45d667fd31c7eff2fc76673fac5 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Mon, 8 Apr 2024 17:32:18 +0800
Subject: [PATCH 04/21] update build.yml

---
 .github/workflows/build.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 9ac80b311..8e0b0f3fb 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -13,7 +13,7 @@ jobs:
   build:
     # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily run on Ubuntu-latest.
     # However, to ensure the stability of the packaging system, we will need to fix the Ubuntu version in the future.
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-18.04
 
     # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily only package executable files for Python 3.8.
     # In the future, we will need to extend support to cover Python 3.8 through Python 3.10.

From accb6750fc60665abe17c53704d02509e618967c Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Tue, 9 Apr 2024 09:34:35 +0800
Subject: [PATCH 05/21] update build.yml

---
 .github/workflows/build.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 8e0b0f3fb..73598fc91 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -13,7 +13,7 @@ jobs:
   build:
     # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily run on Ubuntu-latest.
     # However, to ensure the stability of the packaging system, we will need to fix the Ubuntu version in the future.
-    runs-on: ubuntu-18.04
+    runs-on: ubuntu-latest
 
     # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily only package executable files for Python 3.8.
     # In the future, we will need to extend support to cover Python 3.8 through Python 3.10.

From f493263dfdc6a595a0e21950b19621a436cf5849 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Fri, 12 Apr 2024 11:46:50 +0800
Subject: [PATCH 06/21] remove unuseful docs

---
 docs/zh/change_log.md       | 19 -------------------
 docs/zh/custom_op_mapper.md |  0
 2 files changed, 19 deletions(-)
 delete mode 100644 docs/zh/change_log.md
 delete mode 100644 docs/zh/custom_op_mapper.md

diff --git a/docs/zh/change_log.md b/docs/zh/change_log.md
deleted file mode 100644
index 19c97a966..000000000
--- a/docs/zh/change_log.md
+++ /dev/null
@@ -1,19 +0,0 @@
-## 更新记录
-
-2020.11.4
-1. 支持Paddle动态图模型导出为ONNX。
-2. 重构代码结构以更好地支持不同Paddle版本，以及动态图和静态图的转换。
-3. 提升ONNX Opset的覆盖率，未来仍将稳定支持9，10，11三个版本。
-
-2020.9.21
-1. 支持ONNX Opset 9, 10, 11三个版本的导出。
-2. 新增支持转换的OP: swish, floor, uniform_random, abs, instance_norm, clip, tanh, log, norm和pad2d。
-
-2019.09.25
-1. 新增支持SE_ResNet50_vd、SqueezeNet1_0、SE_ResNext50_32x4d、Xception41、VGG16、InceptionV4、YoloV3模型转换。
-2. 解决0.1版本无法适配新版ONNX版本问题。
-
-2019.08.20
-1. 解决preview版本无法适配最新的PaddlePaddle和ONNX版本问题。
-2. 功能上支持主流的图像分类模型和部分图像检测模型。
-3. 统一对外的使用接口，用户可利用PIP安装功能包进行使用。
diff --git a/docs/zh/custom_op_mapper.md b/docs/zh/custom_op_mapper.md
deleted file mode 100644
index e69de29bb..000000000

From c471648b633072ae8709cc42cfb57ddfafef8ad5 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Fri, 12 Apr 2024 11:47:07 +0800
Subject: [PATCH 07/21] rename compile.md to compile_local.md

---
 README.md                                |  2 +-
 docs/zh/{compile.md => compile_local.md} | 12 +++++++++---
 2 files changed, 10 insertions(+), 4 deletions(-)
 rename docs/zh/{compile.md => compile_local.md} (97%)

diff --git a/README.md b/README.md
index ff27ea428..7178918dc 100755
--- a/README.md
+++ b/README.md
@@ -23,7 +23,7 @@ TensorRT/OpenVINO/MNN/TNN/NCNN，以及其它对 ONNX 开源格式进行支持
 pip install paddle2onnx
 ```
 
-由于没有自动发包机制，针对PaddlePaddle2.6.0的用户，请按照[Github 源码安装方式](docs/zh/compile.md)编译Paddle2ONNX。
+由于没有自动发包机制，针对PaddlePaddle2.6.0的用户，请按照[Github 源码安装方式](docs/zh/compile_local.md)编译Paddle2ONNX。
 
 # 4 使用
 
diff --git a/docs/zh/compile.md b/docs/zh/compile_local.md
similarity index 97%
rename from docs/zh/compile.md
rename to docs/zh/compile_local.md
index c2acbd654..63eee9be6 100644
--- a/docs/zh/compile.md
+++ b/docs/zh/compile_local.md
@@ -1,8 +1,8 @@
-# 编译安装Paddle2ONNX
+# 本地编译安装Paddle2ONNX
 
 Paddle2ONNX编译安装需要确保环境满足以下需求
 - cmake >= 3.18.0
-- protobuf >= 3.16.0
+- protobuf == 3.16.0
 
 注意：Paddle2ONNX产出的模型，在使用ONNX Runtime推理时，要求使用最新版本(1.10.0版本以及上），如若需要使用低版本(1.6~1.10之间），则需要将ONNX版本降至1.8.2，在执行完`git submodule update`后，执行如下命令，然后再进行编译
 ```
@@ -13,6 +13,7 @@ git checkout v1.8.1
 ## Linux/Mac编译安装
 
 ### 安装Protobuf
+
 ```
 git clone https://github.com/protocolbuffers/protobuf.git
 cd protobuf
@@ -25,7 +26,9 @@ make install
 # 将编译目录加入环境变量
 export PATH=${PWD}/installed_protobuf_lib/bin:${PATH}
 ```
+
 ### 安装Paddle2ONNX
+
 ```
 git clone https://github.com/PaddlePaddle/Paddle2ONNX.git
 cd Paddle2ONNX
@@ -40,10 +43,13 @@ python setup.py install
 注意Windows编译安装先验条件是系统中已安装好Visual Studio 2019
 
 ### 打开VS命令行工具
+
 系统菜单中，找到**x64 Native Tools Command Prompt for VS 2019**打开
 
 ### 安装Protobuf
+
 注意下面cmake命令中`-DCMAKE_INSTALL_PREFIX`指定为你实际设定的路径
+
 ```
 git clone https://github.com/protocolbuffers/protobuf.git
 cd protobuf
@@ -58,6 +64,7 @@ set PATH=D:\Paddle\installed_protobuf_lib\bin;%PATH%
 ```
 
 ### 安装Paddle2ONNX
+
 ```
 git clone https://github.com/PaddlePaddle/Paddle2ONNX.git
 cd Paddle2ONNX
@@ -65,5 +72,4 @@ git submodule init
 git submodule update
 
 python setup.py install
-
 ```

From ddbe38632dc5955f6a8fe96c17f5624b92365ef3 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Fri, 12 Apr 2024 15:21:48 +0800
Subject: [PATCH 08/21] update p2o build docker

---
 .github/workflows/build.yml                   | 87 ++++++++++---------
 .../workflows/scripts/build_protobuf_unix.sh  | 22 +++++
 .github/workflows/scripts/entrypoint.sh       | 58 +++++++++++++
 docs/zh/compile_docker.md                     | 26 ++++++
 docs/zh/compile_local.md                      |  4 +-
 5 files changed, 153 insertions(+), 44 deletions(-)
 create mode 100644 .github/workflows/scripts/build_protobuf_unix.sh
 create mode 100644 .github/workflows/scripts/entrypoint.sh
 create mode 100644 docs/zh/compile_docker.md

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index f278ee244..49e255150 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -11,18 +11,16 @@ permissions:
 
 jobs:
   build:
-    # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily run on Ubuntu-latest.
-    # However, to ensure the stability of the packaging system, we will need to fix the Ubuntu version in the future.
     runs-on: ubuntu-latest
+    strategy:
+      matrix:
+#        python-version: [ '3.8', '3.9', '3.10', '3.11', '3.12' ]
+        python-version: [ '3.8' ]
+        architecture: [ 'x64' ]
 
     # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily only package executable files for Python 3.8.
     # In the future, we will need to extend support to cover Python 3.8 through Python 3.10.
     steps:
-      - name: Setup Python 3.8
-        uses: actions/setup-python@v5
-        with:
-          python-version: '3.8'
-
       # Checkout the latest branch of Paddle2ONNX.
       - name: Checkout Paddle2ONNX
         uses: actions/checkout@v4
@@ -30,40 +28,45 @@ jobs:
           submodules: true
           path: paddle2onnx
 
-      # Checkout the branch(v3.16.0) of Paddle2ONNX.
-      - name: Checkout Protobuf
-        uses: actions/checkout@v4
+      - name: Build on manylinux2014_x86_64
+        uses: docker://quay.io/pypa/manylinux2014_x86_64:latest
         with:
-          repository: protocolbuffers/protobuf
-          ref: v3.16.0
-          path: protobuf
-
-      # Build Protobuf, detailed process can refer to the [Paddle2ONNX construction documentation](https://github.com/PaddlePaddle/Paddle2ONNX/blob/develop/docs/zh/compile.md).
-      - name: Build Protobuf
-        working-directory: ./protobuf
-        run: |
-          #============
-          cmake ./cmake -B build_wd -Dprotobuf_BUILD_SHARED_LIBS=OFF -DCMAKE_POSITION_INDEPENDENT_CODE=ON -Dprotobuf_BUILD_TESTS=OFF -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=./install_dir
-          cmake --build ./build_wd
-          cmake --build ./build_wd -- install
-          echo "$PWD/install_dir/bin" >> $GITHUB_PATH
-
-      # Install Dependencies for Python
-      - name: Install Dependencies for Python
-        run: |
-          python -m pip install --upgrade pip
-          pip install setuptools wheel auditwheel auditwheel-symbols build
-          if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
-
-      # Build Paddle2ONNX
-      - name: Build Paddle2ONNX
-        working-directory: ./paddle2onnx
-        run: |
-          python -m build
-          python -m pip install dist/*.whl
+          entrypoint: bash
+          args: .github/workflows/scripts/entrypoint.sh ${{ matrix.python-version }} manylinux2014_x86_64
 
-      # Install Test
-      - name: Run Test
-        working-directory: ./paddle2onnx/tests
-        run: |
-          bash run.sh python
\ No newline at end of file
+#      # Checkout the branch(v3.16.0) of Paddle2ONNX.
+#      - name: Checkout Protobuf
+#        uses: actions/checkout@v4
+#        with:
+#          repository: protocolbuffers/protobuf
+#          ref: v3.16.0
+#          path: protobuf
+#
+#      # Build Protobuf, detailed process can refer to the [Paddle2ONNX construction documentation](https://github.com/PaddlePaddle/Paddle2ONNX/blob/develop/docs/zh/compile.md).
+#      - name: Build Protobuf
+#        working-directory: ./protobuf
+#        run: |
+#          #============
+#          cmake ./cmake -B build_wd -Dprotobuf_BUILD_SHARED_LIBS=OFF -DCMAKE_POSITION_INDEPENDENT_CODE=ON -Dprotobuf_BUILD_TESTS=OFF -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=./install_dir
+#          cmake --build ./build_wd
+#          cmake --build ./build_wd -- install
+#          echo "$PWD/install_dir/bin" >> $GITHUB_PATH
+#
+#      # Install Dependencies for Python
+#      - name: Install Dependencies for Python
+#        run: |
+#          python -m pip install --upgrade pip
+#          pip install setuptools wheel auditwheel auditwheel-symbols build
+#          if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
+#
+#      # Build Paddle2ONNX
+#      - name: Build Paddle2ONNX
+#        working-directory: ./paddle2onnx
+#        run: |
+#          python -m build
+#          python -m pip install dist/*.whl
+#      # Do Test
+#      - name: Run Test
+#        working-directory: ./paddle2onnx/tests
+#        run: |
+#          bash run.sh python
\ No newline at end of file
diff --git a/.github/workflows/scripts/build_protobuf_unix.sh b/.github/workflows/scripts/build_protobuf_unix.sh
new file mode 100644
index 000000000..9d3cbdaea
--- /dev/null
+++ b/.github/workflows/scripts/build_protobuf_unix.sh
@@ -0,0 +1,22 @@
+#!/bin/bash
+
+# Copyright (c) ONNX Project Contributors
+#
+# SPDX-License-Identifier: Apache-2.0
+
+export CORE_NUMBER=$1
+
+if [[ -z "$CORE_NUMBER" ]]; then
+   export CORE_NUMBER=1
+fi
+
+# Build protobuf from source with -fPIC on Unix-like system
+ORIGINAL_PATH=$(pwd)
+cd ..
+git clone https://github.com/protocolbuffers/protobuf.git -b v3.16.0
+cd protobuf
+mkdir build_source && cd build_source
+cmake ../cmake -DCMAKE_INSTALL_PREFIX=${PWD}/installed_protobuf_lib -Dprotobuf_BUILD_SHARED_LIBS=OFF -DCMAKE_POSITION_INDEPENDENT_CODE=ON -Dprotobuf_BUILD_TESTS=OFF -DCMAKE_BUILD_TYPE=Release
+make -j$CORE_NUMBER && make install
+export PATH=$INSTALL_PROTOBUF_PATH/include:$INSTALL_PROTOBUF_PATH/lib:$INSTALL_PROTOBUF_PATH/bin:$PATH
+cd $ORIGINAL_PATH
\ No newline at end of file
diff --git a/.github/workflows/scripts/entrypoint.sh b/.github/workflows/scripts/entrypoint.sh
new file mode 100644
index 000000000..976b2cead
--- /dev/null
+++ b/.github/workflows/scripts/entrypoint.sh
@@ -0,0 +1,58 @@
+#!/bin/bash
+
+# Copyright (c) ONNX Project Contributors
+#
+# SPDX-License-Identifier: Apache-2.0
+
+set -e -x
+
+# CLI arguments
+PY_VERSION=$1
+PLAT=$2
+GITHUB_EVENT_NAME=$3
+
+export LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:/usr/local/lib
+
+# Compile wheels
+# Need to be updated if there is a new Python Version
+if [ "$(uname -m)" == "aarch64" ]; then
+ PIP_INSTALL_COMMAND="$PY_VERSION -m pip install --no-cache-dir -q"
+ PYTHON_COMMAND="$PY_VERSION"
+else
+ declare -A python_map=( ["3.8"]="cp38-cp38" ["3.9"]="cp39-cp39" ["3.10"]="cp310-cp310" ["3.11"]="cp311-cp311" ["3.12"]="cp312-cp312")
+ PY_VER=${python_map[$PY_VERSION]}
+ PIP_INSTALL_COMMAND="/opt/python/${PY_VER}/bin/pip install --no-cache-dir -q"
+ PYTHON_COMMAND="/opt/python/${PY_VER}/bin/python"
+fi
+
+# Update pip and install cmake
+$PIP_INSTALL_COMMAND --upgrade pip
+$PIP_INSTALL_COMMAND cmake
+
+# Build protobuf from source
+source .github/workflows/scripts/build_protobuf_unix.sh "$(nproc)"
+
+# Init Paddle2ONNX
+git submodule init
+git submodule update
+
+# Build Paddle2ONNX wheels
+$PYTHON_COMMAND -m build --wheel || { echo "Building wheels failed."; exit 1; }
+
+# Bundle external shared libraries into the wheels
+# find -exec does not preserve failed exit codes, so use an output file for failures
+failed_wheels=$PWD/failed-wheels
+rm -f "$failed_wheels"
+find . -type f -iname "*-linux*.whl" -exec sh -c "auditwheel repair '{}' -w \$(dirname '{}') --plat '${PLAT}' || { echo 'Repairing wheels failed.'; auditwheel show '{}' >> '$failed_wheels'; }" \;
+
+if [[ -f "$failed_wheels" ]]; then
+    echo "Repairing wheels failed:"
+    cat failed-wheels
+    exit 1
+fi
+
+# Remove useless *-linux*.whl; only keep manylinux*.whl
+rm -f dist/*-linux*.whl
+
+echo "Successfully build wheels:"
+find . -type f -iname "*manylinux*.whl"
\ No newline at end of file
diff --git a/docs/zh/compile_docker.md b/docs/zh/compile_docker.md
new file mode 100644
index 000000000..c89fab965
--- /dev/null
+++ b/docs/zh/compile_docker.md
@@ -0,0 +1,26 @@
+# Docker编译安装Paddle2ONNX
+
+Paddle2ONNX编译安装需要确保环境满足以下需求
+- cmake >= 3.18.0
+- protobuf == 3.16.0
+
+注意：Paddle2ONNX产出的模型，在使用ONNX Runtime推理时，要求使用最新版本(1.10.0版本以及上），如若需要使用低版本(1.6~1.10之间），则需要将ONNX版本降至1.8.2，在执行完`git submodule update`后，执行如下命令，然后再进行编译
+```
+cd Paddle2ONNX/third/onnx
+git checkout v1.8.1
+```
+
+拉取manylinux镜像并创建容器
+
+```bash
+docker pull quay.io/pypa/manylinux2014_x86_64
+docker run --name p2o_build  -d quay.io/pypa/manylinux2014_x86_64 
+```
+
+创建容器并运行
+
+```bash
+docker start p2o_build
+docker exec -it p2o_build bash
+```
+
diff --git a/docs/zh/compile_local.md b/docs/zh/compile_local.md
index 63eee9be6..2009ba4fc 100644
--- a/docs/zh/compile_local.md
+++ b/docs/zh/compile_local.md
@@ -35,7 +35,7 @@ cd Paddle2ONNX
 git submodule init
 git submodule update
 
-python setup.py install
+python -m build
 ```
 
 ## Windows编译安装
@@ -71,5 +71,5 @@ cd Paddle2ONNX
 git submodule init
 git submodule update
 
-python setup.py install
+python -m build
 ```

From d6386f983656b84ae7b93607e7430b469338f271 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Fri, 12 Apr 2024 15:26:41 +0800
Subject: [PATCH 09/21] update p2o build docker

---
 .github/workflows/build.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 49e255150..c059194ef 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -26,7 +26,6 @@ jobs:
         uses: actions/checkout@v4
         with:
           submodules: true
-          path: paddle2onnx
 
       - name: Build on manylinux2014_x86_64
         uses: docker://quay.io/pypa/manylinux2014_x86_64:latest

From 2b66f15e7f2d02fb1ebfa11e572baac837f6ac7c Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Fri, 12 Apr 2024 15:32:06 +0800
Subject: [PATCH 10/21] update p2o build docker

---
 .github/workflows/scripts/entrypoint.sh | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/.github/workflows/scripts/entrypoint.sh b/.github/workflows/scripts/entrypoint.sh
index 976b2cead..c81d3c6e5 100644
--- a/.github/workflows/scripts/entrypoint.sh
+++ b/.github/workflows/scripts/entrypoint.sh
@@ -32,10 +32,6 @@ $PIP_INSTALL_COMMAND cmake
 # Build protobuf from source
 source .github/workflows/scripts/build_protobuf_unix.sh "$(nproc)"
 
-# Init Paddle2ONNX
-git submodule init
-git submodule update
-
 # Build Paddle2ONNX wheels
 $PYTHON_COMMAND -m build --wheel || { echo "Building wheels failed."; exit 1; }
 

From 47841531152d8d6f2e3d59034c6fde18866f409c Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Fri, 12 Apr 2024 15:37:31 +0800
Subject: [PATCH 11/21] update p2o build docker

---
 .github/workflows/scripts/build_protobuf_unix.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/scripts/build_protobuf_unix.sh b/.github/workflows/scripts/build_protobuf_unix.sh
index 9d3cbdaea..85fb09c98 100644
--- a/.github/workflows/scripts/build_protobuf_unix.sh
+++ b/.github/workflows/scripts/build_protobuf_unix.sh
@@ -18,5 +18,5 @@ cd protobuf
 mkdir build_source && cd build_source
 cmake ../cmake -DCMAKE_INSTALL_PREFIX=${PWD}/installed_protobuf_lib -Dprotobuf_BUILD_SHARED_LIBS=OFF -DCMAKE_POSITION_INDEPENDENT_CODE=ON -Dprotobuf_BUILD_TESTS=OFF -DCMAKE_BUILD_TYPE=Release
 make -j$CORE_NUMBER && make install
-export PATH=$INSTALL_PROTOBUF_PATH/include:$INSTALL_PROTOBUF_PATH/lib:$INSTALL_PROTOBUF_PATH/bin:$PATH
+export PATH=${PWD}/installed_protobuf_lib/bin:${PATH}
 cd $ORIGINAL_PATH
\ No newline at end of file

From eb63d87704ff7b0e320efa28ce62e07fcd2c87b1 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Fri, 12 Apr 2024 16:06:56 +0800
Subject: [PATCH 12/21] update p2o build docker

---
 .github/workflows/build.yml | 42 ++++++++++---------------------------
 1 file changed, 11 insertions(+), 31 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index c059194ef..36448bc3a 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -33,37 +33,17 @@ jobs:
           entrypoint: bash
           args: .github/workflows/scripts/entrypoint.sh ${{ matrix.python-version }} manylinux2014_x86_64
 
-#      # Checkout the branch(v3.16.0) of Paddle2ONNX.
-#      - name: Checkout Protobuf
-#        uses: actions/checkout@v4
-#        with:
-#          repository: protocolbuffers/protobuf
-#          ref: v3.16.0
-#          path: protobuf
-#
-#      # Build Protobuf, detailed process can refer to the [Paddle2ONNX construction documentation](https://github.com/PaddlePaddle/Paddle2ONNX/blob/develop/docs/zh/compile.md).
-#      - name: Build Protobuf
-#        working-directory: ./protobuf
-#        run: |
-#          #============
-#          cmake ./cmake -B build_wd -Dprotobuf_BUILD_SHARED_LIBS=OFF -DCMAKE_POSITION_INDEPENDENT_CODE=ON -Dprotobuf_BUILD_TESTS=OFF -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=./install_dir
-#          cmake --build ./build_wd
-#          cmake --build ./build_wd -- install
-#          echo "$PWD/install_dir/bin" >> $GITHUB_PATH
-#
-#      # Install Dependencies for Python
-#      - name: Install Dependencies for Python
-#        run: |
-#          python -m pip install --upgrade pip
-#          pip install setuptools wheel auditwheel auditwheel-symbols build
-#          if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
-#
-#      # Build Paddle2ONNX
-#      - name: Build Paddle2ONNX
-#        working-directory: ./paddle2onnx
-#        run: |
-#          python -m build
-#          python -m pip install dist/*.whl
+      - uses: actions/upload-artifact@a8a3f3ad30e3422c9c7b888a15615d19a852ae32
+        with:
+          name: wheels
+          path: dist
+
+      - name: Publish package
+        uses: pypa/gh-action-pypi-publish@27b31702a0e7fc50959f5ad993c78deac1bdfc29
+        with:
+          user: __token__
+          password: ${{ secrets.PYPI_API_TOKEN }}
+
 #      # Do Test
 #      - name: Run Test
 #        working-directory: ./paddle2onnx/tests

From 8eb41607bda08e406f8f0cf4645262bc0eaf7512 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Fri, 12 Apr 2024 16:27:14 +0800
Subject: [PATCH 13/21] update VERSION_NUMBER

---
 VERSION_NUMBER | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/VERSION_NUMBER b/VERSION_NUMBER
index 9084fa2f7..26aaba0e8 100755
--- a/VERSION_NUMBER
+++ b/VERSION_NUMBER
@@ -1 +1 @@
-1.1.0
+1.2.0

From bf650c694d02556edea26c2d871c75bc6ecffc75 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Fri, 12 Apr 2024 17:02:40 +0800
Subject: [PATCH 14/21] update python version

---
 .github/workflows/build.yml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 36448bc3a..cdc5ddf69 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -14,8 +14,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-#        python-version: [ '3.8', '3.9', '3.10', '3.11', '3.12' ]
-        python-version: [ '3.8' ]
+        python-version: [ '3.8', '3.9']
         architecture: [ 'x64' ]
 
     # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily only package executable files for Python 3.8.

From e3016571da88e66aeaeeb863346a9b801a99b483 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Sat, 13 Apr 2024 09:23:54 +0800
Subject: [PATCH 15/21] update build.yml

---
 .github/workflows/build.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index cdc5ddf69..f924ad896 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -41,7 +41,7 @@ jobs:
         uses: pypa/gh-action-pypi-publish@27b31702a0e7fc50959f5ad993c78deac1bdfc29
         with:
           user: __token__
-          password: ${{ secrets.PYPI_API_TOKEN }}
+          password: ${{ secrets.ZHENG_BICHENG_PYPI_TOKEN }}
 
 #      # Do Test
 #      - name: Run Test

From ceeba7f4fa3a95cbc7ca24adf52cf5b12c355be8 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Sat, 13 Apr 2024 10:42:11 +0800
Subject: [PATCH 16/21] update build.yml

---
 .github/workflows/build_and_test.yml          | 45 +++++++++++++++++++
 .../{build.yml => release_linux_x86_64.yml}   | 16 ++-----
 2 files changed, 49 insertions(+), 12 deletions(-)
 create mode 100644 .github/workflows/build_and_test.yml
 rename .github/workflows/{build.yml => release_linux_x86_64.yml} (77%)

diff --git a/.github/workflows/build_and_test.yml b/.github/workflows/build_and_test.yml
new file mode 100644
index 000000000..20322ad06
--- /dev/null
+++ b/.github/workflows/build_and_test.yml
@@ -0,0 +1,45 @@
+name: Build Package
+
+on:
+  push:
+    branches: [ "develop" ]
+  pull_request:
+    branches: [ "develop" ]
+
+permissions:
+  contents: read
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [ '3.8' ]
+        architecture: [ 'x64' ]
+
+    # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily only package executable files for Python 3.8.
+    # In the future, we will need to extend support to cover Python 3.8 through Python 3.10.
+    steps:
+      # Checkout the latest branch of Paddle2ONNX.
+      - name: Checkout Paddle2ONNX
+        uses: actions/checkout@v4
+        with:
+          submodules: true
+
+      - name: Build on manylinux2014_x86_64
+        uses: docker://quay.io/pypa/manylinux2014_x86_64:latest
+        with:
+          entrypoint: bash
+          args: .github/workflows/scripts/entrypoint.sh ${{ matrix.python-version }} manylinux2014_x86_64
+
+      # Build Paddle2ONNX
+      - name: Build Paddle2ONNX
+        working-directory: ./paddle2onnx
+        run: |
+          python -m pip install dist/*.whl
+
+      # Install Test
+      - name: Run Test
+        working-directory: ./paddle2onnx/tests
+        run: |
+          bash run.sh python
\ No newline at end of file
diff --git a/.github/workflows/build.yml b/.github/workflows/release_linux_x86_64.yml
similarity index 77%
rename from .github/workflows/build.yml
rename to .github/workflows/release_linux_x86_64.yml
index f924ad896..efe1078c3 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/release_linux_x86_64.yml
@@ -1,10 +1,8 @@
 name: Build Package
 
 on:
-  push:
-    branches: [ "develop" ]
-  pull_request:
-    branches: [ "develop" ]
+  release:
+    types: [published]
 
 permissions:
   contents: read
@@ -14,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [ '3.8', '3.9']
+        python-version: [ '3.8', '3.9', '3.10']
         architecture: [ 'x64' ]
 
     # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily only package executable files for Python 3.8.
@@ -41,10 +39,4 @@ jobs:
         uses: pypa/gh-action-pypi-publish@27b31702a0e7fc50959f5ad993c78deac1bdfc29
         with:
           user: __token__
-          password: ${{ secrets.ZHENG_BICHENG_PYPI_TOKEN }}
-
-#      # Do Test
-#      - name: Run Test
-#        working-directory: ./paddle2onnx/tests
-#        run: |
-#          bash run.sh python
\ No newline at end of file
+          password: ${{ secrets.ZHENG_BICHENG_PYPI_TOKEN }}
\ No newline at end of file

From 0c92929ca62535a6624edb0632d772116ec54830 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Sat, 13 Apr 2024 10:51:29 +0800
Subject: [PATCH 17/21] update build.yml

---
 .github/workflows/build_and_test.yml | 40 ++++++++++++++++++++++------
 README.md                            |  4 +--
 2 files changed, 33 insertions(+), 11 deletions(-)

diff --git a/.github/workflows/build_and_test.yml b/.github/workflows/build_and_test.yml
index 20322ad06..f278ee244 100644
--- a/.github/workflows/build_and_test.yml
+++ b/.github/workflows/build_and_test.yml
@@ -11,31 +11,55 @@ permissions:
 
 jobs:
   build:
+    # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily run on Ubuntu-latest.
+    # However, to ensure the stability of the packaging system, we will need to fix the Ubuntu version in the future.
     runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        python-version: [ '3.8' ]
-        architecture: [ 'x64' ]
 
     # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily only package executable files for Python 3.8.
     # In the future, we will need to extend support to cover Python 3.8 through Python 3.10.
     steps:
+      - name: Setup Python 3.8
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.8'
+
       # Checkout the latest branch of Paddle2ONNX.
       - name: Checkout Paddle2ONNX
         uses: actions/checkout@v4
         with:
           submodules: true
+          path: paddle2onnx
 
-      - name: Build on manylinux2014_x86_64
-        uses: docker://quay.io/pypa/manylinux2014_x86_64:latest
+      # Checkout the branch(v3.16.0) of Paddle2ONNX.
+      - name: Checkout Protobuf
+        uses: actions/checkout@v4
         with:
-          entrypoint: bash
-          args: .github/workflows/scripts/entrypoint.sh ${{ matrix.python-version }} manylinux2014_x86_64
+          repository: protocolbuffers/protobuf
+          ref: v3.16.0
+          path: protobuf
+
+      # Build Protobuf, detailed process can refer to the [Paddle2ONNX construction documentation](https://github.com/PaddlePaddle/Paddle2ONNX/blob/develop/docs/zh/compile.md).
+      - name: Build Protobuf
+        working-directory: ./protobuf
+        run: |
+          #============
+          cmake ./cmake -B build_wd -Dprotobuf_BUILD_SHARED_LIBS=OFF -DCMAKE_POSITION_INDEPENDENT_CODE=ON -Dprotobuf_BUILD_TESTS=OFF -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=./install_dir
+          cmake --build ./build_wd
+          cmake --build ./build_wd -- install
+          echo "$PWD/install_dir/bin" >> $GITHUB_PATH
+
+      # Install Dependencies for Python
+      - name: Install Dependencies for Python
+        run: |
+          python -m pip install --upgrade pip
+          pip install setuptools wheel auditwheel auditwheel-symbols build
+          if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
 
       # Build Paddle2ONNX
       - name: Build Paddle2ONNX
         working-directory: ./paddle2onnx
         run: |
+          python -m build
           python -m pip install dist/*.whl
 
       # Install Test
diff --git a/README.md b/README.md
index 0440d97b3..8f5d35724 100755
--- a/README.md
+++ b/README.md
@@ -14,13 +14,11 @@ TensorRT/OpenVINO/MNN/TNN/NCNN，以及其它对 ONNX 开源格式进行支持
 
 # 3 安装
 
-针对PaddlePaddle2.5.2的用户可以直接运行以下命令行代码来安装P2O
-
 ```
 pip install paddle2onnx
 ```
 
-由于没有自动发包机制，针对PaddlePaddle2.6.0的用户，请按照[Github 源码安装方式](docs/zh/compile_local.md)编译Paddle2ONNX。
+开发用户，请按照[Github 源码安装方式](docs/zh/compile_local.md)编译Paddle2ONNX。
 
 # 4 使用
 

From 0c3824c6088972fa478d9ac1a74d54ced8660198 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Sat, 13 Apr 2024 10:52:06 +0800
Subject: [PATCH 18/21] update build.yml

---
 .github/workflows/release_linux_x86_64.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release_linux_x86_64.yml b/.github/workflows/release_linux_x86_64.yml
index efe1078c3..dbad2acc3 100644
--- a/.github/workflows/release_linux_x86_64.yml
+++ b/.github/workflows/release_linux_x86_64.yml
@@ -12,7 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [ '3.8', '3.9', '3.10']
+        python-version: [ '3.8', '3.9', '3.10', '3.11', '3.12']
         architecture: [ 'x64' ]
 
     # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily only package executable files for Python 3.8.

From 94c4cc2e47d19db3fbf1a39b7a598294b3eaea38 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Sat, 13 Apr 2024 11:08:31 +0800
Subject: [PATCH 19/21] update build.yml

---
 .github/workflows/release_linux_x86_64.yml | 10 +++++++---
 1 file changed, 7 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/release_linux_x86_64.yml b/.github/workflows/release_linux_x86_64.yml
index dbad2acc3..2eb3de043 100644
--- a/.github/workflows/release_linux_x86_64.yml
+++ b/.github/workflows/release_linux_x86_64.yml
@@ -12,7 +12,8 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [ '3.8', '3.9', '3.10', '3.11', '3.12']
+#        python-version: [ '3.8', '3.9', '3.10', '3.11', '3.12']
+        python-version: [ '3.8' ]
         architecture: [ 'x64' ]
 
     # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily only package executable files for Python 3.8.
@@ -21,8 +22,11 @@ jobs:
       # Checkout the latest branch of Paddle2ONNX.
       - name: Checkout Paddle2ONNX
         uses: actions/checkout@v4
-        with:
-          submodules: true
+        shell: bash
+        run: |
+          auth_header="$(git config --local --get http.https://github.com/.extraheader)"
+          git submodule sync --recursive
+          git -c "http.extraheader=$auth_header" -c protocol.version=2 submodule update --init --force --recursive --depth=1
 
       - name: Build on manylinux2014_x86_64
         uses: docker://quay.io/pypa/manylinux2014_x86_64:latest

From 1b6e37b9e9c21276b44440b4d4b7500d0c6c1894 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Sat, 13 Apr 2024 11:15:47 +0800
Subject: [PATCH 20/21] update build.yml

---
 .github/workflows/release_linux_x86_64.yml | 7 ++-----
 1 file changed, 2 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/release_linux_x86_64.yml b/.github/workflows/release_linux_x86_64.yml
index 2eb3de043..434009f8d 100644
--- a/.github/workflows/release_linux_x86_64.yml
+++ b/.github/workflows/release_linux_x86_64.yml
@@ -22,11 +22,8 @@ jobs:
       # Checkout the latest branch of Paddle2ONNX.
       - name: Checkout Paddle2ONNX
         uses: actions/checkout@v4
-        shell: bash
-        run: |
-          auth_header="$(git config --local --get http.https://github.com/.extraheader)"
-          git submodule sync --recursive
-          git -c "http.extraheader=$auth_header" -c protocol.version=2 submodule update --init --force --recursive --depth=1
+        with:
+          submodules: true
 
       - name: Build on manylinux2014_x86_64
         uses: docker://quay.io/pypa/manylinux2014_x86_64:latest

From 82cd655893ac0b2646af1bd89234a3a6cb01f0c1 Mon Sep 17 00:00:00 2001
From: Zheng-Bicheng <zheng_bicheng@outlook.com>
Date: Sat, 13 Apr 2024 11:22:59 +0800
Subject: [PATCH 21/21] update build.yml

---
 .github/workflows/release_linux_x86_64.yml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.github/workflows/release_linux_x86_64.yml b/.github/workflows/release_linux_x86_64.yml
index 434009f8d..dbad2acc3 100644
--- a/.github/workflows/release_linux_x86_64.yml
+++ b/.github/workflows/release_linux_x86_64.yml
@@ -12,8 +12,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-#        python-version: [ '3.8', '3.9', '3.10', '3.11', '3.12']
-        python-version: [ '3.8' ]
+        python-version: [ '3.8', '3.9', '3.10', '3.11', '3.12']
         architecture: [ 'x64' ]
 
     # For the sake of simplicity in testing, the Paddle2ONNX packaging program will temporarily only package executable files for Python 3.8.