paddle_build.sh 112.5 KB
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#!/usr/bin/env bash

# Copyright (c) 2018 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.

#=================================================
#                   Utils
#=================================================

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set -ex

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if [ -z ${BRANCH} ]; then
    BRANCH="develop"
fi

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function print_usage() {
    echo -e "\n${RED}Usage${NONE}:
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    ${BOLD}${SCRIPT_NAME}${NONE} [OPTION]"
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    echo -e "\n${RED}Options${NONE}:
    ${BLUE}build${NONE}: run build for x86 platform
    ${BLUE}test${NONE}: run all unit tests
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    ${BLUE}single_test${NONE}: run a single unit test
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    ${BLUE}bind_test${NONE}: parallel tests bind to different GPU
    ${BLUE}doc${NONE}: generate paddle documents
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    ${BLUE}gen_doc_lib${NONE}: generate paddle documents library
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    ${BLUE}html${NONE}: convert C++ source code into HTML
    ${BLUE}dockerfile${NONE}: generate paddle release dockerfile
    ${BLUE}fluid_inference_lib${NONE}: deploy fluid inference library
    ${BLUE}check_style${NONE}: run code style check
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    ${BLUE}cicheck${NONE}: run CI tasks on Linux
    ${BLUE}maccheck${NONE}: run CI tasks on Mac
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    "
}

function init() {
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    RED='\033[0;31m'
    BLUE='\033[0;34m'
    BOLD='\033[1m'
    NONE='\033[0m'

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    PADDLE_ROOT="$( cd "$( dirname "${BASH_SOURCE[0]}")/../../" && pwd )"
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    export PADDLE_ROOT
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    if [ -z "${SCRIPT_NAME}" ]; then
        SCRIPT_NAME=$0
    fi
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    ENABLE_MAKE_CLEAN=${ENABLE_MAKE_CLEAN:-ON}
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    # NOTE(chenweihang): For easy debugging, CI displays the C++ error stacktrace by default 
    export FLAGS_call_stack_level=2
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    # set CI_SKIP_CPP_TEST if only *.py changed
    # In order to avoid using in some CI(such as daily performance), the current
    # branch must not be `${BRANCH}` which is usually develop.
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    if [ ${CI_SKIP_CPP_TEST:-ON} == "OFF"  ];then
        echo "CI_SKIP_CPP_TEST=OFF"
    else
        if [ "$(git branch | grep "^\*" | awk '{print $2}')" != "${BRANCH}" ]; then
            git diff --name-only ${BRANCH} | grep -v "\.py$" || export CI_SKIP_CPP_TEST=ON
        fi
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    fi
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}

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function cmake_base() {
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    # Build script will not fail if *.deb does not exist
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    rm *.deb 2>/dev/null || true
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    # Delete previous built whl packages
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    rm -rf python/dist 2>/dev/null || true

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    # Support build for all python3 versions
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    PYTHON_FLAGS=""
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    SYSTEM=`uname -s`
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    if [ "$SYSTEM" == "Darwin" ]; then
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        echo "Using python abi: $1"
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        if [ "$1" == "cp36-cp36m" ] || [ "$1" == "" ]; then
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            if [ -d "/Library/Frameworks/Python.framework/Versions/3.6" ]; then
                export LD_LIBRARY_PATH=/Library/Frameworks/Python.framework/Versions/3.6/lib/
                export DYLD_LIBRARY_PATH=/Library/Frameworks/Python.framework/Versions/3.6/lib/
                export PATH=/Library/Frameworks/Python.framework/Versions/3.6/bin/:${PATH}
                PYTHON_FLAGS="-DPYTHON_EXECUTABLE:FILEPATH=/Library/Frameworks/Python.framework/Versions/3.6/bin/python3
            -DPYTHON_INCLUDE_DIR:PATH=/Library/Frameworks/Python.framework/Versions/3.6/include/python3.6m/
            -DPYTHON_LIBRARY:FILEPATH=/Library/Frameworks/Python.framework/Versions/3.6/lib/libpython3.6m.dylib"
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                pip3.6 install --user -r ${PADDLE_ROOT}/python/requirements.txt
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            else
                exit 1
            fi
        elif [ "$1" == "cp37-cp37m" ]; then
            if [ -d "/Library/Frameworks/Python.framework/Versions/3.7" ]; then
                export LD_LIBRARY_PATH=/Library/Frameworks/Python.framework/Versions/3.7/lib/
                export DYLD_LIBRARY_PATH=/Library/Frameworks/Python.framework/Versions/3.7/lib/
                export PATH=/Library/Frameworks/Python.framework/Versions/3.7/bin/:${PATH}
                PYTHON_FLAGS="-DPYTHON_EXECUTABLE:FILEPATH=/Library/Frameworks/Python.framework/Versions/3.7/bin/python3
            -DPYTHON_INCLUDE_DIR:PATH=/Library/Frameworks/Python.framework/Versions/3.7/include/python3.7m/
            -DPYTHON_LIBRARY:FILEPATH=/Library/Frameworks/Python.framework/Versions/3.7/lib/libpython3.7m.dylib"
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                pip3.7 install --user -r ${PADDLE_ROOT}/python/requirements.txt
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            else
                exit 1
            fi
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        elif [ "$1" == "cp38-cp38" ]; then
            if [ -d "/Library/Frameworks/Python.framework/Versions/3.8" ]; then
                export LD_LIBRARY_PATH=/Library/Frameworks/Python.framework/Versions/3.8/lib/
                export DYLD_LIBRARY_PATH=/Library/Frameworks/Python.framework/Versions/3.8/lib/
                export PATH=/Library/Frameworks/Python.framework/Versions/3.8/bin/:${PATH}
                PYTHON_FLAGS="-DPYTHON_EXECUTABLE:FILEPATH=/Library/Frameworks/Python.framework/Versions/3.8/bin/python3
            -DPYTHON_INCLUDE_DIR:PATH=/Library/Frameworks/Python.framework/Versions/3.8/include/python3.8/
            -DPYTHON_LIBRARY:FILEPATH=/Library/Frameworks/Python.framework/Versions/3.8/lib/libpython3.8.dylib"
                pip3.8 install --user -r ${PADDLE_ROOT}/python/requirements.txt
            else
                exit 1
            fi
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        elif [ "$1" == "cp39-cp39" ]; then
            if [ -d "/Library/Frameworks/Python.framework/Versions/3.9" ]; then
                export LD_LIBRARY_PATH=/Library/Frameworks/Python.framework/Versions/3.9/lib/
                export DYLD_LIBRARY_PATH=/Library/Frameworks/Python.framework/Versions/3.9/lib/
                export PATH=/Library/Frameworks/Python.framework/Versions/3.9/bin/:${PATH}
                PYTHON_FLAGS="-DPYTHON_EXECUTABLE:FILEPATH=/Library/Frameworks/Python.framework/Versions/3.9/bin/python3
            -DPYTHON_INCLUDE_DIR:PATH=/Library/Frameworks/Python.framework/Versions/3.9/include/python3.9/
            -DPYTHON_LIBRARY:FILEPATH=/Library/Frameworks/Python.framework/Versions/3.9/lib/libpython3.9.dylib"
                pip3.9 install --user -r ${PADDLE_ROOT}/python/requirements.txt
            else
                exit 1
            fi
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        fi
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    else
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        if [ "$1" != "" ]; then
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            echo "using python abi: $1"
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            if [ "$1" == "cp36-cp36m" ]; then
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                export LD_LIBRARY_PATH=/opt/_internal/cpython-3.6.0/lib/:${LD_LIBRARY_PATH}
                export PATH=/opt/_internal/cpython-3.6.0/bin/:${PATH}
                export PYTHON_FLAGS="-DPYTHON_EXECUTABLE:FILEPATH=/opt/_internal/cpython-3.6.0/bin/python3
            -DPYTHON_INCLUDE_DIR:PATH=/opt/_internal/cpython-3.6.0/include/python3.6m
            -DPYTHON_LIBRARIES:FILEPATH=/opt/_internal/cpython-3.6.0/lib/libpython3.so"
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                pip3.6 install -r ${PADDLE_ROOT}/python/requirements.txt
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            elif [ "$1" == "cp37-cp37m" ]; then
                export LD_LIBRARY_PATH=/opt/_internal/cpython-3.7.0/lib/:${LD_LIBRARY_PATH}
                export PATH=/opt/_internal/cpython-3.7.0/bin/:${PATH}
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                export PYTHON_FLAGS="-DPYTHON_EXECUTABLE:FILEPATH=/opt/_internal/cpython-3.7.0/bin/python3.7
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            -DPYTHON_INCLUDE_DIR:PATH=/opt/_internal/cpython-3.7.0/include/python3.7m
            -DPYTHON_LIBRARIES:FILEPATH=/opt/_internal/cpython-3.7.0/lib/libpython3.so"
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                pip3.7 install -r ${PADDLE_ROOT}/python/requirements.txt
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            elif [ "$1" == "cp38-cp38" ]; then
                export LD_LIBRARY_PATH=/opt/_internal/cpython-3.8.0/lib/:${LD_LIBRARY_PATH}
                export PATH=/opt/_internal/cpython-3.8.0/bin/:${PATH}
                export PYTHON_FLAGS="-DPYTHON_EXECUTABLE:FILEPATH=/opt/_internal/cpython-3.8.0/bin/python3.8
            -DPYTHON_INCLUDE_DIR:PATH=/opt/_internal/cpython-3.8.0/include/python3.8
            -DPYTHON_LIBRARIES:FILEPATH=/opt/_internal/cpython-3.8.0/lib/libpython3.so"
                pip3.8 install -r ${PADDLE_ROOT}/python/requirements.txt
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            elif [ "$1" == "cp39-cp39" ]; then
                export LD_LIBRARY_PATH=/opt/_internal/cpython-3.9.0/lib/:${LD_LIBRARY_PATH}
                export PATH=/opt/_internal/cpython-3.9.0/bin/:${PATH}
                export PYTHON_FLAGS="-DPYTHON_EXECUTABLE:FILEPATH=/opt/_internal/cpython-3.9.0/bin/python3.9
            -DPYTHON_INCLUDE_DIR:PATH=/opt/_internal/cpython-3.9.0/include/python3.9
            -DPYTHON_LIBRARIES:FILEPATH=/opt/_internal/cpython-3.9.0/lib/libpython3.so"
                pip3.9 install -r ${PADDLE_ROOT}/python/requirements.txt
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           elif [ "$1" == "conda-python3.7" ]; then
                export LD_LIBRARY_PATH=/opt/conda/lib/:${LD_LIBRARY_PATH}
                export PATH=/opt/conda/bin/:${PATH}
                export PYTHON_FLAGS="-DPYTHON_EXECUTABLE:FILEPATH=/opt/conda/bin/python
                                     -DPYTHON_INCLUDE_DIR:PATH=/opt/conda/include/python3.7m
                                     -DPYTHON_LIBRARIES:FILEPATH=/opt/conda/lib/libpython3.so"
                /opt/conda/bin/pip install -r ${PADDLE_ROOT}/python/requirements.txt
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           fi
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        else
            pip install -r ${PADDLE_ROOT}/python/requirements.txt
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        fi
    fi
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    if [ "$SYSTEM" == "Darwin" ]; then
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        WITH_DISTRIBUTE="OFF"
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        WITH_AVX=${WITH_AVX:-ON}
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        INFERENCE_DEMO_INSTALL_DIR=${INFERENCE_DEMO_INSTALL_DIR:-~/.cache/inference_demo}
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    else
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        INFERENCE_DEMO_INSTALL_DIR=${INFERENCE_DEMO_INSTALL_DIR:-/root/.cache/inference_demo}
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    fi
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    distibuted_flag=${WITH_DISTRIBUTE:-OFF}
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    gloo_flag=${distibuted_flag}
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    if [ "$CMD" != "assert_file_approvals" ];then
      python -m pip install distro
      python ${PADDLE_ROOT}/tools/summary_env.py
      bash ${PADDLE_ROOT}/tools/get_cpu_info.sh
    fi

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    cat <<EOF
    ========================================
    Configuring cmake in /paddle/build ...
        -DCMAKE_BUILD_TYPE=${CMAKE_BUILD_TYPE:-Release}
        ${PYTHON_FLAGS}
        -DWITH_GPU=${WITH_GPU:-OFF}
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        -DWITH_TENSORRT=${WITH_TENSORRT:-ON}
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        -DWITH_ROCM=${WITH_ROCM:-OFF}
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        -DWITH_CINN=${WITH_CINN:-OFF}
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        -DWITH_DISTRIBUTE=${distibuted_flag}
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        -DWITH_MKL=${WITH_MKL:-ON}
        -DWITH_AVX=${WITH_AVX:-OFF}
        -DCUDA_ARCH_NAME=${CUDA_ARCH_NAME:-All}
        -DWITH_PYTHON=${WITH_PYTHON:-ON}
        -DCUDNN_ROOT=/usr/
        -DWITH_TESTING=${WITH_TESTING:-ON}
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        -DWITH_COVERAGE=${WITH_COVERAGE:-OFF}
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        -DWITH_INCREMENTAL_COVERAGE=${WITH_INCREMENTAL_COVERAGE:-OFF}
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        -DCMAKE_MODULE_PATH=/opt/rocm/hip/cmake
        -DCMAKE_EXPORT_COMPILE_COMMANDS=ON
        -DWITH_CONTRIB=${WITH_CONTRIB:-ON}
        -DWITH_INFERENCE_API_TEST=${WITH_INFERENCE_API_TEST:-ON}
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        -DINFERENCE_DEMO_INSTALL_DIR=${INFERENCE_DEMO_INSTALL_DIR}
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        -DPY_VERSION=${PY_VERSION:-2.7}
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        -DCMAKE_INSTALL_PREFIX=${INSTALL_PREFIX:-/paddle/build}
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        -DWITH_PSCORE=${distibuted_flag}
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        -DWITH_PSLIB=${WITH_PSLIB:-OFF}
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        -DWITH_GLOO=${gloo_flag}
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        -DWITH_LITE=${WITH_LITE:-OFF}
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        -DWITH_XPU=${WITH_XPU:-OFF}
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        -DLITE_GIT_TAG=release/v2.10
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        -DWITH_UNITY_BUILD=${WITH_UNITY_BUILD:-OFF}
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        -DWITH_XPU_BKCL=${WITH_XPU_BKCL:-OFF}
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        -DWITH_ARM=${WITH_ARM:-OFF}
        -DWITH_ASCEND=${WITH_ASCEND:-OFF}
        -DWITH_ASCEND_CL=${WITH_ASCEND_CL:-OFF}
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        -DWITH_ASCEND_INT64=${WITH_ASCEND_INT64:-OFF}
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        -DWITH_STRIP=${WITH_STRIP:-ON}
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        -DON_INFER=${ON_INFER:-OFF}
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        -DWITH_HETERPS=${WITH_HETERPS:-OFF}
        -DWITH_FLUID_ONLY=${WITH_FLUID_ONLY:-OFF} 
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    ========================================
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EOF
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    # Disable UNITTEST_USE_VIRTUALENV in docker because
    # docker environment is fully controlled by this script.
    # See /Paddle/CMakeLists.txt, UNITTEST_USE_VIRTUALENV option.
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    set +e
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    cmake .. \
        -DCMAKE_BUILD_TYPE=${CMAKE_BUILD_TYPE:-Release} \
        ${PYTHON_FLAGS} \
        -DWITH_GPU=${WITH_GPU:-OFF} \
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        -DWITH_TENSORRT=${WITH_TENSORRT:-ON} \
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        -DWITH_ROCM=${WITH_ROCM:-OFF} \
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        -DWITH_CINN=${WITH_CINN:-OFF} \
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        -DWITH_DISTRIBUTE=${distibuted_flag} \
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        -DWITH_MKL=${WITH_MKL:-ON} \
        -DWITH_AVX=${WITH_AVX:-OFF} \
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        -DNOAVX_CORE_FILE=${NOAVX_CORE_FILE:-""} \
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        -DCUDA_ARCH_NAME=${CUDA_ARCH_NAME:-All} \
        -DWITH_PYTHON=${WITH_PYTHON:-ON} \
        -DCUDNN_ROOT=/usr/ \
        -DWITH_TESTING=${WITH_TESTING:-ON} \
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        -DWITH_COVERAGE=${WITH_COVERAGE:-OFF} \
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        -DWITH_INCREMENTAL_COVERAGE=${WITH_INCREMENTAL_COVERAGE:-OFF} \
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        -DCMAKE_MODULE_PATH=/opt/rocm/hip/cmake \
        -DCMAKE_EXPORT_COMPILE_COMMANDS=ON \
        -DWITH_CONTRIB=${WITH_CONTRIB:-ON} \
        -DWITH_INFERENCE_API_TEST=${WITH_INFERENCE_API_TEST:-ON} \
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        -DINFERENCE_DEMO_INSTALL_DIR=${INFERENCE_DEMO_INSTALL_DIR} \
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        -DPY_VERSION=${PY_VERSION:-2.7} \
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        -DCMAKE_INSTALL_PREFIX=${INSTALL_PREFIX:-/paddle/build} \
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        -DWITH_PSCORE=${distibuted_flag} \
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        -DWITH_PSLIB=${WITH_PSLIB:-OFF} \
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        -DWITH_GLOO=${gloo_flag} \
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        -DLITE_GIT_TAG=release/v2.10 \
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        -DWITH_XPU=${WITH_XPU:-OFF} \
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        -DXPU_SDK_ROOT=${XPU_SDK_ROOT:-""} \
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        -DWITH_LITE=${WITH_LITE:-OFF} \
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        -DWITH_XPU_BKCL=${WITH_XPU_BKCL:-OFF} \
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        -DWITH_ARM=${WITH_ARM:-OFF} \
        -DWITH_ASCEND=${WITH_ASCEND:-OFF} \
        -DWITH_ASCEND_CL=${WITH_ASCEND_CL:-OFF} \
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        -DWITH_ASCEND_INT64=${WITH_ASCEND_INT64:-OFF} \
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        -DWITH_STRIP=${WITH_STRIP:-ON} \
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        -DON_INFER=${ON_INFER:-OFF} \
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        -DWITH_HETERPS=${WITH_HETERPS:-OFF} \
        -DWITH_FLUID_ONLY=${WITH_FLUID_ONLY:-OFF} \
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        -DWITH_UNITY_BUILD=${WITH_UNITY_BUILD:-OFF};build_error=$?
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    if [ "$build_error" != 0 ];then
        exit 7;
    fi
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}

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function cmake_gen() {
    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
    cmake_base $1
}

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function cmake_gen_in_current_dir() {
    cmake_base $1
}

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function abort(){
    echo "Your change doesn't follow PaddlePaddle's code style." 1>&2
    echo "Please use pre-commit to check what is wrong." 1>&2
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    exit 4
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}

function check_style() {
    trap 'abort' 0
    set -e

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    if [ -x "$(command -v gimme)" ]; then
    	eval "$(GIMME_GO_VERSION=1.8.3 gimme)"
    fi
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    pip install cpplint pylint pytest astroid isort
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    # set up go environment for running gometalinter
    mkdir -p $GOPATH/src/github.com/PaddlePaddle/
    ln -sf ${PADDLE_ROOT} $GOPATH/src/github.com/PaddlePaddle/Paddle

    pre-commit install
    clang-format --version

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    commit_files=on
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    for file_name in `git diff --numstat upstream/$BRANCH |awk '{print $NF}'`;do
        if ! pre-commit run --files $file_name ; then
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            commit_files=off
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        fi
    done 
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    if [ $commit_files == 'off' ];then
        echo "code format error"
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        git diff 2>&1
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        exit 4
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    fi
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    trap : 0
}

#=================================================
#              Build
#=================================================

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function build_base() {
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    set +e
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    if [ "$SYSTEM" == "Linux" ];then
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      if [ `nproc` -gt 16 ];then
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          parallel_number=$(expr `nproc` - 8)
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      else
          parallel_number=`nproc`
      fi
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    else
      parallel_number=8
    fi
    if [ "$1" != "" ]; then
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      parallel_number=$1
    fi
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    if [[ "$ENABLE_MAKE_CLEAN" != "OFF" ]]; then
        make clean
    fi

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    # reset ccache zero stats for collect PR's actual hit rate
    ccache -z

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    if [ "$WITH_ARM" == "ON" ];then
        make TARGET=ARMV8 -j ${parallel_number};build_error=$?
    else
        make install -j ${parallel_number};build_error=$?
    fi
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    # ci will collect ccache hit rate
    collect_ccache_hits

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    if [ "$build_error" != 0 ];then
        exit 7;
    fi
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}

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function build_size() {
    cat <<EOF
    ============================================
    Calculate /paddle/build size and PR whl size
    ============================================
EOF
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    if [ "$1" == "paddle_inference" ]; then
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        cd ${PADDLE_ROOT}/build
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        cp -r paddle_inference_install_dir paddle_inference
        tar -czf paddle_inference.tgz paddle_inference
        buildSize=$(du -h --max-depth=0 ${PADDLE_ROOT}/build/paddle_inference.tgz |awk '{print $1}')
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        soLibSize=$(du -h --max-depth=0 ${PADDLE_ROOT}/build/paddle_inference_install_dir/paddle/lib/libpaddle_inference.so |awk '{print $1}')
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        echo "Paddle_Inference Size: $buildSize"
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        echo "Paddle_Inference Dynamic Library Size: $soLibSize"
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        echo "ipipe_log_param_Paddle_Inference_Size: $buildSize" >> ${PADDLE_ROOT}/build/build_summary.txt
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        echo "ipipe_log_param_Paddle_Inference_So_Size: $soLibSize" >> ${PADDLE_ROOT}/build/build_summary.txt
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    elif [ "$1" == "paddle_inference_c" ]; then
        cd ${PADDLE_ROOT}/build
        cp -r paddle_inference_c_install_dir paddle_inference_c
        tar -czf paddle_inference_c.tgz paddle_inference_c
        buildSize=$(du -h --max-depth=0 ${PADDLE_ROOT}/build/paddle_inference_c.tgz |awk '{print $1}')
        echo "Paddle_Inference Capi Size: $buildSize"
        echo "ipipe_log_param_Paddle_Inference_capi_Size: $buildSize" >> ${PADDLE_ROOT}/build/build_summary.txt
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    else
        SYSTEM=`uname -s`
        if [ "$SYSTEM" == "Darwin" ]; then
            com='du -h -d 0'
        else
            com='du -h --max-depth=0'
        fi
        buildSize=$($com ${PADDLE_ROOT}/build |awk '{print $1}')
        echo "Build Size: $buildSize"
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        echo "ipipe_log_param_Build_Size: $buildSize" >> ${PADDLE_ROOT}/build/build_summary.txt
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        PR_whlSize=$($com ${PADDLE_ROOT}/build/python/dist |awk '{print $1}')
        echo "PR whl Size: $PR_whlSize"
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        echo "ipipe_log_param_PR_whl_Size: $PR_whlSize" >> ${PADDLE_ROOT}/build/build_summary.txt
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    fi
}

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function build() {
    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
    cat <<EOF
    ============================================
    Building in /paddle/build ...
    ============================================
EOF
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    build_base $@
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    current_branch=`git branch | grep \* | cut -d ' ' -f2`
    if [ "$current_branch" != "develop_base_pr" ];then
        build_size
    fi
}

function cmake_gen_and_build() {
    startTime_s=`date +%s`
    cmake_gen $1
    build $2
    endTime_s=`date +%s`
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    [ -n "$startTime_firstBuild" ] && startTime_s=$startTime_firstBuild
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    echo "Build Time: $[ $endTime_s - $startTime_s ]s"
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    echo "ipipe_log_param_Build_Time: $[ $endTime_s - $startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt
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}

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function build_mac() {
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    set +e
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    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
    cat <<EOF
    ============================================
    Building in /paddle/build ...
    ============================================
EOF
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    if [[ "$ENABLE_MAKE_CLEAN" != "OFF" ]]; then
        make clean
    fi
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    # reset ccache zero stats for collect PR's actual hit rate
    ccache -z

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    make install -j 8;build_error=$?
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    # ci will collect ccache hit rate
    collect_ccache_hits

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    if [ "$build_error" != 0 ];then
        exit 7;
    fi
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    set -e
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    build_size
}

function cmake_gen_and_build_mac() {
    startTime_s=`date +%s`
    cmake_gen $1
    build_mac
    endTime_s=`date +%s`
    echo "Build Time: $[ $endTime_s - $startTime_s ]s"
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    echo "ipipe_log_param_Build_Time: $[ $endTime_s - $startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt
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}

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function run_test() {
    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
    if [ ${WITH_TESTING:-ON} == "ON" ] ; then
    cat <<EOF
    ========================================
    Running unit tests ...
    ========================================
EOF
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        if [ ${TESTING_DEBUG_MODE:-OFF} == "ON" ] ; then
            ctest -V
        else
            ctest --output-on-failure
        fi
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    fi
}

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function combine_avx_noavx_build() {
    mkdir -p ${PADDLE_ROOT}/build.noavx
    cd ${PADDLE_ROOT}/build.noavx
    WITH_AVX=OFF
    cmake_base ${PYTHON_ABI:-""}
    build_base

    # build combined one
    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
    NOAVX_CORE_FILE=`find ${PADDLE_ROOT}/build.noavx/python/paddle/fluid/ -name "core_noavx.*"`
    WITH_AVX=ON

    cmake_base ${PYTHON_ABI:-""}
    build_base
}


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function run_brpc_test() {
    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
    if [[ ${WITH_TESTING:-ON} == "ON" \
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        && ${WITH_DISTRIBUTE:-OFF} == "ON" ]] ; then
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    cat <<EOF
    ========================================
    Running brpc unit tests ...
    ========================================
EOF
        set +x
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        declare -a other_tests=("test_listen_and_serv_op" "system_allocator_test" \
        "rpc_server_test" "varhandle_test" "collective_server_test" "brpc_serde_test")
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        all_tests=`ctest -N`

        for t in "${other_tests[@]}"
        do
            if [[ ${all_tests} != *$t* ]]; then
                continue
            fi

            if [[ ${TESTING_DEBUG_MODE:-OFF} == "ON" ]] ; then
                ctest -V -R $t
            else
                ctest --output-on-failure -R $t
            fi
        done
        set -x

        if [[ ${TESTING_DEBUG_MODE:-OFF} == "ON" ]] ; then
            ctest -V -R test_dist_*
        else
            ctest --output-on-failure -R test_dist_*
        fi
    fi
}



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function run_mac_test() {
    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
    if [ ${WITH_TESTING:-ON} == "ON" ] ; then
    cat <<EOF
    ========================================
    Running unit tests ...
    ========================================
EOF
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        #remove proxy here to fix dist ut 'test_fl_listen_and_serv_op' error on mac. 
        #see details: https://github.com/PaddlePaddle/Paddle/issues/24738
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        set +x
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        my_proxy=$http_proxy
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        export http_proxy=
        export https_proxy=
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        set -x
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        set +ex
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        if [ "$1" == "cp36-cp36m" ]; then
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            pip3.6 uninstall -y paddlepaddle
        elif [ "$1" == "cp37-cp37m" ]; then
            pip3.7 uninstall -y paddlepaddle
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        elif [ "$1" == "cp38-cp38" ]; then
            pip3.8 uninstall -y paddlepaddle
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        elif [ "$1" == "cp39-cp39" ]; then
            pip3.9 uninstall -y paddlepaddle
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        fi
        set -ex

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        if [ "$1" == "cp36-cp36m" ]; then
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            pip3.6 install --user ${INSTALL_PREFIX:-/paddle/build}/opt/paddle/share/wheels/*.whl
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            pip3.6 install --user hypothesis
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        elif [ "$1" == "cp37-cp37m" ]; then
            pip3.7 install --user ${INSTALL_PREFIX:-/paddle/build}/opt/paddle/share/wheels/*.whl
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            pip3.7 install --user hypothesis
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        elif [ "$1" == "cp38-cp38" ]; then
            pip3.8 install --user ${INSTALL_PREFIX:-/paddle/build}/opt/paddle/share/wheels/*.whl
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            pip3.8 install --user hypothesis
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        elif [ "$1" == "cp39-cp39" ]; then
            pip3.9 install --user ${INSTALL_PREFIX:-/paddle/build}/opt/paddle/share/wheels/*.whl
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            pip3.9 install --user hypothesis
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        fi
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        tmpfile_rand=`date +%s%N`
        tmpfile=$tmp_dir/$tmpfile_rand
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        set +ex
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        ut_startTime_s=`date +%s`
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        get_quickly_disable_ut||disable_ut_quickly='' # indicate whether the case was in quickly disable list 
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        if [ ${NIGHTLY_MODE:-OFF} == "ON" ]; then
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            nightly_label="(NIGHTLY_LABEL)"
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        else
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            nightly_label="(RUN_TYPE=NIGHTLY|RUN_TYPE=DIST:NIGHTLY|RUN_TYPE=EXCLUSIVE:NIGHTLY)"
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            echo "========================================="
            echo "Unittests with nightly labels  are only run at night"
            echo "========================================="
        fi
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        bash $PADDLE_ROOT/tools/check_added_ut.sh
        get_precision_ut_mac
        if [[ "$on_precision" == "0" ]];then
            ctest -E "($disable_ut_quickly)" -LE ${nightly_label} --output-on-failure -j $2 | tee $tmpfile
        else
            ctest -R "($UT_list_prec)" -E "($disable_ut_quickly)" -LE ${nightly_label} --output-on-failure -j $2 | tee $tmpfile
            tmpfile_rand=`date +%s%N`
            tmpfile=$tmp_dir/$tmpfile_rand
            ctest -R "($UT_list_prec_1)" -E "($disable_ut_quickly)" -LE ${nightly_label} --output-on-failure -j $2 | tee $tmpfile
        fi
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        failed_test_lists=''
        collect_failed_tests
        mactest_error=0
        retry_unittests_record=''
        retry_time=3
        exec_times=0
        exec_time_array=('first' 'second' 'third')
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        exec_retry_threshold=10
        is_retry_execuate=0
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        if [ -n "$failed_test_lists" ];then
            mactest_error=1
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            read need_retry_ut_str <<< $(echo "$failed_test_lists" | grep -oEi "\-.+\(" | sed 's/(//' | sed 's/- //' )
            need_retry_ut_arr=(${need_retry_ut_str})
            need_retry_ut_count=${#need_retry_ut_arr[@]}
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            read retry_unittests <<< $(echo "$failed_test_lists" | grep -oEi "\-.+\(" | sed 's/(//' | sed 's/- //' )
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            if [ $need_retry_ut_count -lt $exec_retry_threshold ];then
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                while ( [ $exec_times -lt $retry_time ] )
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                    do
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                        set +e
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                        retry_unittests_record="$retry_unittests_record$failed_test_lists"
                        failed_test_lists_ult=`echo "${failed_test_lists}"`
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                        set -e
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                        if [[ "${exec_times}" == "1" ]];then
                            if [[ "${failed_test_lists}" == "" ]];then
                                break
                            else
                                read retry_unittests <<< $(echo "$failed_test_lists" | grep -oEi "\-.+\(.+\)" | sed 's/(.\+)//' | sed 's/- //' )
                            fi
                        fi
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                        echo "========================================="
                        echo "This is the ${exec_time_array[$exec_times]} time to re-run"
                        echo "========================================="
                        echo "The following unittest will be re-run:"
                        echo "${retry_unittests}"
                        echo "========================================="

                        retry_unittests_regular=''
                        for line in ${retry_unittests[@]} ;
                            do
                                if [[ "$retry_unittests_regular" == "" ]];then
                                    retry_unittests_regular="^$line$"
                                else
                                    retry_unittests_regular="$retry_unittests_regular|^$line$"
                                fi
                            done
                        rm -f $tmp_dir/*
                        failed_test_lists=''
                        ctest -R "($retry_unittests_regular)" --output-on-failure -j $2 | tee $tmpfile
                        collect_failed_tests
                        exec_times=$[$exec_times+1]
                    done
            else
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                # There are more than 10 failed unit tests, so no unit test retry
                is_retry_execuate=1
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            fi

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        fi
        #mactest_error=$?
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        ut_endTime_s=`date +%s`
        echo "Mac testCase Time: $[ $ut_endTime_s - $ut_startTime_s ]s"
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        echo "ipipe_log_param_Mac_TestCases_Time: $[ $ut_endTime_s - $ut_startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt
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        paddle version
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        # Recovery proxy to avoid failure in later steps
        export http_proxy=$my_proxy
        export https_proxy=$my_proxy
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        if [ "$mactest_error" != 0 ];then
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            show_ut_retry_result
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        fi
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    fi
}

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function get_precision_ut_mac() {
    on_precision=0
    UT_list=$(ctest -N | awk -F ': ' '{print $2}' | sed '/^$/d' | sed '$d')
    precison_cases=""
    if [ ${PRECISION_TEST:-OFF} == "ON" ]; then
        python3.7 $PADDLE_ROOT/tools/get_pr_ut.py
        if [[ -f "ut_list" ]]; then
            echo "PREC length: "`wc -l ut_list`
            precision_cases=`cat ut_list`
        fi
    fi
    if [ ${PRECISION_TEST:-OFF} == "ON" ] && [[ "$precision_cases" != "" ]];then
        UT_list_re=''
        on_precision=1
        re=$(cat ut_list|awk -F ' ' '{print }' | awk 'BEGIN{ all_str=""}{if (all_str==""){all_str=$1}else{all_str=all_str"$|^"$1}} END{print "^"all_str"$"}')
        UT_list_prec_1='ut_list_prec2'
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        for ut_case in $UT_list; do
            flag=$(echo $ut_case|grep -oE $re)
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            if [ -n "$flag" ];then
                if [ -z "$UT_list_prec" ];then
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                    UT_list_prec="^$ut_case$"
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                elif [[ "${#UT_list_prec}" -gt 10000 ]];then
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                    UT_list_prec_1="$UT_list_prec_1|^$ut_case$"
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                else
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                    UT_list_prec="$UT_list_prec|^$ut_case$"
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                fi
            else
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                echo ${ut_case} "won't run in PRECISION_TEST mode."
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            fi
        done
    fi
}

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function fetch_upstream_develop_if_not_exist() {
    UPSTREAM_URL='https://github.com/PaddlePaddle/Paddle'
    origin_upstream_url=`git remote -v | awk '{print $1, $2}' | uniq | grep upstream | awk '{print $2}'` 
    if [ "$origin_upstream_url" == "" ]; then
        git remote add upstream $UPSTREAM_URL.git
    elif [ "$origin_upstream_url" != "$UPSTREAM_URL" ] \
            && [ "$origin_upstream_url" != "$UPSTREAM_URL.git" ]; then
        git remote remove upstream
        git remote add upstream $UPSTREAM_URL.git
    fi
    
    if [ ! -e "$PADDLE_ROOT/.git/refs/remotes/upstream/$BRANCH" ]; then 
        git fetch upstream # develop is not fetched
    fi
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}
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function check_whl_size() {
    if [ ! "${pr_whl_size}" ];then
        echo "pr whl size not found "         
        exit 1
    fi

    set +x
    dev_whl_size=`du -m ${PADDLE_ROOT}/build/python/dist/*.whl|awk '{print $1}'`
    echo "dev_whl_size: ${dev_whl_size}"

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    whldiffSize=`echo $(($pr_whl_size - $dev_whl_size))`
    if [ ${whldiffSize} -gt 10 ]; then
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       approval_line=`curl -H "Authorization: token ${GITHUB_API_TOKEN}" https://api.github.com/repos/PaddlePaddle/Paddle/pulls/${GIT_PR_ID}/reviews?per_page=10000`
       APPROVALS=`echo ${approval_line}|python ${PADDLE_ROOT}/tools/check_pr_approval.py 1 22334008 22361972`
       echo "current pr ${GIT_PR_ID} got approvals: ${APPROVALS}"
       if [ "${APPROVALS}" == "FALSE" ]; then
           echo "=========================================================================================="
           echo "This PR make the release paddlepaddle whl size growth exceeds 10 M."
           echo "Then you must have one RD (jim19930609 (Recommend) or JiabinYang) approval for this PR\n"
           echo "=========================================================================================="
           exit 6
       fi
    fi
    set -x
}

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function generate_upstream_develop_api_spec() {
    fetch_upstream_develop_if_not_exist
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    cur_branch=`git branch | grep \* | cut -d ' ' -f2`
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    git checkout .
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    git checkout -b develop_base_pr upstream/$BRANCH
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    startTime_firstBuild=`date +%s`
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    cmake_gen $1
    build $2
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    cp ${PADDLE_ROOT}/python/requirements.txt /tmp
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    pr_whl_size=`du -m ${PADDLE_ROOT}/build/python/dist/*.whl|awk '{print $1}'`
    echo "pr_whl_size: ${pr_whl_size}"
    
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    git checkout $cur_branch
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    generate_api_spec "$1" "DEV"
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    git branch -D develop_base_pr
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    ENABLE_MAKE_CLEAN="ON"
    rm -rf ${PADDLE_ROOT}/build/Makefile ${PADDLE_ROOT}/build/CMakeCache.txt
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    cmake_change=`git diff --name-only upstream/$BRANCH | grep "cmake/external" || true`
    if [ ${cmake_change} ];then
        rm -rf ${PADDLE_ROOT}/build/third_party
    fi
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}

function generate_api_spec() {
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    set -e
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    spec_kind=$2
    if [ "$spec_kind" != "PR" ] && [ "$spec_kind" != "DEV" ]; then
        echo "Not supported $2"
        exit 1
    fi

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    mkdir -p ${PADDLE_ROOT}/build/.check_api_workspace
    cd ${PADDLE_ROOT}/build/.check_api_workspace
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    virtualenv .${spec_kind}_env
    source .${spec_kind}_env/bin/activate
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    if [ "$spec_kind" == "DEV" ]; then
        pip install -r /tmp/requirements.txt
    else
        pip install -r ${PADDLE_ROOT}/python/requirements.txt
    fi
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    pip --no-cache-dir install ${PADDLE_ROOT}/build/python/dist/*whl
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    spec_path=${PADDLE_ROOT}/paddle/fluid/API_${spec_kind}.spec
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    python ${PADDLE_ROOT}/tools/print_signatures.py paddle > $spec_path
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    # used to log op_register data_type
    op_type_path=${PADDLE_ROOT}/paddle/fluid/OP_TYPE_${spec_kind}.spec
    python ${PADDLE_ROOT}/tools/check_op_register_type.py > $op_type_path
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    # print all ops desc in dict to op_desc_path
    op_desc_path=${PADDLE_ROOT}/paddle/fluid/OP_DESC_${spec_kind}.spec
    python ${PADDLE_ROOT}/tools/print_op_desc.py > $op_desc_path

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    # print api and the md5 of source code of the api.
    api_source_md5_path=${PADDLE_ROOT}/paddle/fluid/API_${spec_kind}.source.md5
    python ${PADDLE_ROOT}/tools/count_api_without_core_ops.py -p paddle > $api_source_md5_path

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    awk -F '(' '{print $NF}' $spec_path >${spec_path}.doc
    awk -F '(' '{$NF="";print $0}' $spec_path >${spec_path}.api
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    python ${PADDLE_ROOT}/tools/diff_use_default_grad_op_maker.py \
        ${PADDLE_ROOT}/paddle/fluid/op_use_default_grad_maker_${spec_kind}.spec
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    deactivate
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}

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function check_approvals_of_unittest() {
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    set +x
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    if [ "$GITHUB_API_TOKEN" == "" ] || [ "$GIT_PR_ID" == "" ]; then
        return 0
    fi
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    # approval_user_list: XiaoguangHu01 46782768,luotao1 6836917,phlrain 43953930,lanxianghit 47554610, zhouwei25 52485244, kolinwei 22165420
    check_times=$1
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    if [ $check_times == 1 ]; then
        approval_line=`curl -H "Authorization: token ${GITHUB_API_TOKEN}" https://api.github.com/repos/PaddlePaddle/Paddle/pulls/${GIT_PR_ID}/reviews?per_page=10000`
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        if [ "${approval_line}" != "" ]; then
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            APPROVALS=`echo ${approval_line}|python ${PADDLE_ROOT}/tools/check_pr_approval.py 1 22165420 52485244`
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            echo "current pr ${GIT_PR_ID} got approvals: ${APPROVALS}"
            if [ "${APPROVALS}" == "TRUE" ]; then
                echo "==================================="
                echo -e "\n current pr ${GIT_PR_ID} has got approvals. So, Pass CI directly!\n"
                echo "==================================="
                exit 0
            fi
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        fi
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    elif [ $check_times == 2 ]; then
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        unittest_spec_diff=`python ${PADDLE_ROOT}/tools/diff_unittest.py ${PADDLE_ROOT}/paddle/fluid/UNITTEST_DEV.spec ${PADDLE_ROOT}/paddle/fluid/UNITTEST_PR.spec`
        if [ "$unittest_spec_diff" != "" ]; then
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            approval_line=`curl -H "Authorization: token ${GITHUB_API_TOKEN}" https://api.github.com/repos/PaddlePaddle/Paddle/pulls/${GIT_PR_ID}/reviews?per_page=10000`
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            APPROVALS=`echo ${approval_line}|python ${PADDLE_ROOT}/tools/check_pr_approval.py 1 22165420 52485244 32428676 45041955`
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            echo "current pr ${GIT_PR_ID} got approvals: ${APPROVALS}"
            if [ "${APPROVALS}" == "FALSE" ]; then
                echo "************************************"
                echo -e "It is forbidden to disable or delete the unit-test.\n"
                echo -e "If you must delete it temporarily, please add it to[https://github.com/PaddlePaddle/Paddle/wiki/Temporarily-disabled-Unit-Test]."
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                echo -e "Then you must have one RD (kolinwei(recommended), chalsliu, XieYunshen or zhouwei25) approval for the deletion of unit-test. \n"
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                echo -e "If you have any problems about deleting unit-test, please read the specification [https://github.com/PaddlePaddle/Paddle/wiki/Deleting-unit-test-is-forbidden]. \n"
                echo -e "Following unit-tests are deleted in this PR: \n ${unittest_spec_diff} \n"
                echo "************************************"
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                exit 6
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            fi
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        fi
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    elif [ $check_times == 3 ]; then
        rm -f fluidInference_so_size
        curl -O https://paddle-docker-tar.bj.bcebos.com/paddle_ci_index/fluidInference_so_size
        oriBuildSize=`cat fluidInference_so_size`
        curBuildSize=$(du -m --max-depth=0 ${PADDLE_ROOT}/build/paddle_inference_install_dir/paddle/lib/libpaddle_inference.so |awk '{print $1}')
        apt-get install -y bc
        diffSize=$(printf "%.2f" `echo "$curBuildSize - $oriBuildSize" | bc`)
876
        AllDiffSize=$(printf "%.2f" `echo "$diffSize * 4" | bc`)
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        cat <<EOF
        ========================================
        Original libpaddle_inference.so Size is ${oriBuildSize}M.
        Current libpaddle_inference.so Size is ${curBuildSize}M.
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        In single gpu architecture, Growing size of libpaddle_inference.so is ${diffSize}M.
        In release version, The gpu architecture parameter is "All", The library size is four times to single gpu architecture.
        It means the release version library size growth is about ${AllDiffSize}M.
884 885
        ========================================
EOF
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        if [ `echo "20 < $AllDiffSize"|bc` -eq 1 ] ; then
            
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            approval_line=`curl -H "Authorization: token ${GITHUB_API_TOKEN}" https://api.github.com/repos/PaddlePaddle/Paddle/pulls/${GIT_PR_ID}/reviews?per_page=10000`
            APPROVALS=`echo ${approval_line}|python ${PADDLE_ROOT}/tools/check_pr_approval.py 1 39303645 328693`
            echo "current pr ${GIT_PR_ID} got approvals: ${APPROVALS}"
            if [ "${APPROVALS}" == "FALSE" ]; then
                echo "=========================================================================================="
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                echo "This PR make the release inference library size growth exceeds 20 M."
                echo "Then you must have one RD (Shixiaowei02 (Recommend) or Superjomn) approval for this PR\n"
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                echo "=========================================================================================="
                exit 6
            fi
        fi
899
    fi
900
    set -x
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}

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function check_diff_file_for_coverage() {
    diff_h_file=$(git diff --name-status test develop | awk '$1 != "D" {print $2}' | grep '\.h$' | awk -F "/" '{printf "%s,",$NF}')
    diff_cc_file=$(git diff --name-status test develop | awk '$1 != "D" {print $2}' | grep -E '\.(cc|c)$' | awk -F "/" '{printf "%s,",$NF}')
    diff_py_file=$(git diff --name-status test develop | grep '\.py$' | awk '$1 != "D" {printf "%s,",$2}')

    export PADDLE_GIT_DIFF_H_FILE=${diff_h_file%*,}
    export PADDLE_GIT_DIFF_CC_FILE=${diff_cc_file%*,}
    export PADDLE_GIT_DIFF_PY_FILE=${diff_py_file%*,}
}

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function check_change_of_unittest() {
    generate_unittest_spec "PR"
    fetch_upstream_develop_if_not_exist
    git reset --hard upstream/$BRANCH
    cmake_gen $1
    generate_unittest_spec "DEV"
    check_approvals_of_unittest 2
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}

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function check_sequence_op_unittest(){
    /bin/bash ${PADDLE_ROOT}/tools/check_sequence_op.sh
}

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function generate_unittest_spec() {
    spec_kind=$1
    if [ "$spec_kind" == "DEV" ]; then
        cat <<EOF
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        ============================================
        Generate unit tests.spec of develop.
        ============================================
933 934 935
EOF
    elif [ "$spec_kind" == "PR" ]; then
        cat <<EOF
936 937 938
        ============================================
        Generate unit tests.spec of this PR.
        ============================================
939 940 941 942 943
EOF
    else
        echo "Not supported $1"
        exit 1
    fi
944
    spec_path=${PADDLE_ROOT}/paddle/fluid/UNITTEST_${spec_kind}.spec
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    ctest -N | awk -F ':' '{print $2}' | sed '/^$/d' | sed '$d' > ${spec_path}
}

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function assert_api_spec_approvals() {
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    /bin/bash ${PADDLE_ROOT}/tools/check_api_approvals.sh;approval_error=$?
    if [ "$approval_error" != 0 ];then
       exit 6
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    fi
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}

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function assert_file_diff_approvals() {
    /bin/bash ${PADDLE_ROOT}/tools/check_file_diff_approvals.sh;file_approval_error=$?
    if [ "$file_approval_error" != 0 ];then
       exit 6
    fi
}

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function check_coverage() {
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    if [ ${WITH_COVERAGE:-ON} == "ON" ] ; then
        /bin/bash ${PADDLE_ROOT}/tools/coverage/paddle_coverage.sh
    else
        echo "WARNING: check_coverage need to compile with WITH_COVERAGE=ON, but got WITH_COVERAGE=OFF"
    fi
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}


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function single_test() {
    TEST_NAME=$1
    if [ -z "${TEST_NAME}" ]; then
        echo -e "${RED}Usage:${NONE}"
        echo -e "${BOLD}${SCRIPT_NAME}${NONE} ${BLUE}single_test${NONE} [test_name]"
        exit 1
    fi
    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
    if [ ${WITH_TESTING:-ON} == "ON" ] ; then
    cat <<EOF
    ========================================
    Running ${TEST_NAME} ...
    ========================================
EOF
        ctest --output-on-failure -R ${TEST_NAME}
    fi
}

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function bind_test() {
    # the number of process to run tests
    NUM_PROC=6
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    # calculate and set the memory usage for each process
    MEM_USAGE=$(printf "%.2f" `echo "scale=5; 1.0 / $NUM_PROC" | bc`)
    export FLAGS_fraction_of_gpu_memory_to_use=$MEM_USAGE
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    # get the CUDA device count
    CUDA_DEVICE_COUNT=$(nvidia-smi -L | wc -l)
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    for (( i = 0; i < $NUM_PROC; i++ )); do
        cuda_list=()
        for (( j = 0; j < $CUDA_DEVICE_COUNT; j++ )); do
            s=$[i+j]
            n=$[s%CUDA_DEVICE_COUNT]
            if [ $j -eq 0 ]; then
                cuda_list=("$n")
            else
                cuda_list="$cuda_list,$n"
            fi
        done
        echo $cuda_list
        # CUDA_VISIBLE_DEVICES http://acceleware.com/blog/cudavisibledevices-masking-gpus
        # ctest -I https://cmake.org/cmake/help/v3.0/manual/ctest.1.html?highlight=ctest
        env CUDA_VISIBLE_DEVICES=$cuda_list ctest -I $i,,$NUM_PROC --output-on-failure &
    done
    wait
}

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EXIT_CODE=0;
function caught_error() {
 for job in `jobs -p`; do
        # echo "PID => ${job}"
        if ! wait ${job} ; then
            echo "At least one test failed with exit code => $?" ;
            EXIT_CODE=1;
        fi
    done
}

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function case_count(){
    cat <<EOF
    ============================================
    Generating TestCases Count ... 
    ============================================
EOF
    testcases=$1
    num=$(echo $testcases|grep -o '\^'|wc -l)
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    if (( $2 == -1 )); then
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        echo "exclusive TestCases count is $num"
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        echo "ipipe_log_param_Exclusive_TestCases_Count: $num" >> ${PADDLE_ROOT}/build/build_summary.txt
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    else
        echo "$2 card TestCases count is $num"
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        echo "ipipe_log_param_${2}_Cards_TestCases_Count: $num" >> ${PADDLE_ROOT}/build/build_summary.txt
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    fi
}

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failed_test_lists=''
tmp_dir=`mktemp -d`

function collect_failed_tests() {
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    echo "collect_failed_tests begineee!!!"
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    for file in `ls $tmp_dir`; do
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        echo "fileis $file"
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        exit_code=0
        grep -q 'The following tests FAILED:' $tmp_dir/$file||exit_code=$?
        if [ $exit_code -ne 0 ]; then
            failuretest=''
        else
            failuretest=`grep -A 10000 'The following tests FAILED:' $tmp_dir/$file | sed 's/The following tests FAILED://g'|sed '/^$/d'`
            failed_test_lists="${failed_test_lists}
            ${failuretest}"
        fi
    done
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    echo "collect_failed_tests finished!!!"
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}

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# getting qucik disable ut list 
function get_quickly_disable_ut() {
    python -m pip install requests
    if disable_ut_quickly=$(python ${PADDLE_ROOT}/tools/get_quick_disable_lt.py); then
        echo "========================================="
        echo "The following unittests have been disabled:"
        echo ${disable_ut_quickly}
        echo "========================================="
    else
        disable_ut_quickly=''
    fi
}

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function card_test() {
    set -m
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    case_count $1 $2
    ut_startTime_s=`date +%s` 
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    testcases=$1
    cardnumber=$2
    parallel_level_base=${CTEST_PARALLEL_LEVEL:-1}

1092
    # get the CUDA device count, XPU device count is one
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    if [ "${WITH_XPU}" == "ON" ];then
1094
        CUDA_DEVICE_COUNT=1
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    elif [ "${WITH_ASCEND_CL}" == "ON" ];then
        CUDA_DEVICE_COUNT=1
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    elif [ "${WITH_ROCM}" == "ON" ];then
        CUDA_DEVICE_COUNT=4
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    else
        CUDA_DEVICE_COUNT=$(nvidia-smi -L | wc -l)
    fi
1102

1103
    if (( $cardnumber == -1 ));then
1104
        cardnumber=$CUDA_DEVICE_COUNT
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    fi

    if (( $# > 2 )); then
        parallel_job=`expr $3 \* $parallel_level_base`
    else
1110
        parallel_job=$parallel_level_base
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    fi

    if [[ "$testcases" == "" ]]; then
        return 0
    fi

    trap 'caught_error' CHLD
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    tmpfile_rand=`date +%s%N`
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    NUM_PROC=$[CUDA_DEVICE_COUNT/$cardnumber]
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    echo "****************************************************************"
    echo "***These unittests run $parallel_job job each time with $cardnumber GPU***"
    echo "****************************************************************"
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    for (( i = 0; i < $NUM_PROC; i++ )); do
        # CUDA_VISIBLE_DEVICES http://acceleware.com/blog/cudavisibledevices-masking-gpus
        # ctest -I https://cmake.org/cmake/help/v3.0/manual/ctest.1.html?highlight=ctest
        cuda_list=()
        for (( j = 0; j < cardnumber; j++ )); do
            if [ $j -eq 0 ]; then
                    cuda_list=("$[i*cardnumber]")
                else
                    cuda_list="$cuda_list,$[i*cardnumber+j]"
            fi
        done
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        tmpfile=$tmp_dir/$tmpfile_rand"_"$i
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        if [ ${TESTING_DEBUG_MODE:-OFF} == "ON" ] ; then
            if [[ $cardnumber == $CUDA_DEVICE_COUNT ]]; then
1137
                (ctest -I $i,,$NUM_PROC -R "($testcases)" -E "($disable_ut_quickly)" -V --timeout 120 -j $parallel_job | tee $tmpfile; test ${PIPESTATUS[0]} -eq 0) &
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            else  
1139
                (env CUDA_VISIBLE_DEVICES=$cuda_list ctest -I $i,,$NUM_PROC -R "($testcases)" -E "($disable_ut_quickly)" --timeout 120 -V -j $parallel_job | tee $tmpfile; test ${PIPESTATUS[0]} -eq 0) &
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            fi
        else
            if [[ $cardnumber == $CUDA_DEVICE_COUNT ]]; then
1143
                (ctest -I $i,,$NUM_PROC -R "($testcases)" -E "($disable_ut_quickly)" --timeout 120 --output-on-failure  -j $parallel_job | tee $tmpfile; test ${PIPESTATUS[0]} -eq 0) &
1144
            else
1145
                (env CUDA_VISIBLE_DEVICES=$cuda_list ctest -I $i,,$NUM_PROC -R "($testcases)" -E "($disable_ut_quickly)" --timeout 120 --output-on-failure  -j $parallel_job | tee $tmpfile; test ${PIPESTATUS[0]} -eq 0) &
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            fi
        fi
    done
    wait; # wait for all subshells to finish
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    ut_endTime_s=`date +%s`
1151
    if (( $2 == -1 )); then
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        echo "exclusive TestCases Total Time: $[ $ut_endTime_s - $ut_startTime_s ]s"
    else
        echo "$2 card TestCases Total Time: $[ $ut_endTime_s - $ut_startTime_s ]s"
    fi
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    echo "$2 card TestCases finished!!!! "
1157
    set +m
1158 1159
}

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function parallel_test_base_gpu() {
1161 1162 1163
    if [ ${WITH_TESTING:-ON} == "ON" ] ; then
    cat <<EOF
    ========================================
1164
    Running unit tests in parallel way ...
1165 1166 1167
    ========================================
EOF

1168
set -x
1169 1170
        # set trt_convert ut to run 15% cases.
        export TEST_NUM_PERCENT_CASES=0.15
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        precison_cases=""
1172
        bash $PADDLE_ROOT/tools/check_added_ut.sh
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        if [ ${PRECISION_TEST:-OFF} == "ON" ]; then
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            python3.7 $PADDLE_ROOT/tools/get_pr_ut.py
            if [[ -f "ut_list" ]]; then
                set +x
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                echo "PREC length: "`wc -l ut_list`
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                precision_cases=`cat ut_list`
                set -x
            fi
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        fi
1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193
        if [ -a "$PADDLE_ROOT/duplicate_ut" ];then
            duplicate_uts=$(cat $PADDLE_ROOT/duplicate_ut|sed -e 's/\r//g')
            if [[ "$duplicate_uts" != "" ]];then
                set +x
                echo "========================================"
                echo "The new unit test has the same name as the existing unit test"
                cat "$PADDLE_ROOT/duplicate_ut"
                echo "========================================"
                exit 102;
                set -x
            fi
        fi
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        if [ -a "$PADDLE_ROOT/added_ut" ];then
            added_uts=^$(awk BEGIN{RS=EOF}'{gsub(/\n/,"$|^");print}' $PADDLE_ROOT/added_ut)$
1196 1197 1198 1199 1200 1201 1202 1203
            env CUDA_VISIBLE_DEVICES=0 ctest -R "(${added_uts})" -LE "RUN_TYPE=DIST|RUN_TYPE=EXCLUSIVE" --output-on-failure --repeat-until-fail 3 --timeout 15;added_ut_error=$?
            ctest -R "(${added_uts})" -L "RUN_TYPE=DIST|RUN_TYPE=EXCLUSIVE" --output-on-failure --repeat-until-fail 3 --timeout 15;added_ut_error_1=$?
            if [ "$added_ut_error" != 0 ] && [ "$added_ut_error_1" != 0 ];then
                echo "========================================"
                echo "Added UT should not exceed 15 seconds"
                echo "========================================"
                exit 8;
            fi
1204
        fi
1205
set +x
1206
        EXIT_CODE=0;
1207
        test_cases=$(ctest -N -V) # get all test cases
1208
        # Note(zhouwei): Parallel runs are relative to 'CTEST_PARALLEL_LEVEL', e.g: '4 job each time' means 4*CTEST_PARALLEL_LEVEL
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        single_card_tests_high_parallel='^job$'             # cases list which would run 24 job each time with single GPU
        single_card_tests_secondary_high_parallel='^job$'   # cases list which would run 15 job each time with single GPU
        single_card_tests_third_high_parallel='^job$'       # cases list which would run 12 job each time with single GPU
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        single_card_tests_forth_high_parallel='^job$'       # cases list which would run 7 job each time with single GPU
        single_card_tests_fifth_high_parallel='^job$'       # cases list which would run 4 job each time with single GPU  
        single_card_tests_lowest_parallel='^job$'           # cases list which would run 2 job each time with single GPU  
        single_card_tests_non_parallel='^job$'              # cases list which would run 4 job each time with single GPU
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        single_card_tests='^job$'                           # all cases list which would take single GPU
1217
        
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        multiple_card_tests_medium_parallel='^job$'         # cases list which would run 4 job each time with multiple GPUs, most cases would be two GPUs
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        multiple_card_tests_non_parallel='^job$'            # cases list which would run 3 job each time with multiple GPUs, most cases would be two GPUs
1220
        
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        exclusive_tests_high_parallel='^job$'               # cases list which would run 7 job exclusively(with all GPUs)
        exclusive_tests_medium_parallel='^job$'             # cases list which would run 4 job exclusively(with all GPUs)
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        exclusive_tests_non_parallel='^job$'                # cases list which would run 2 job exclusively(with all GPUs)
1224
        
1225 1226
        is_exclusive=''           # indicate whether the case is exclusive type
        is_multicard=''           # indicate whether the case is multiple GPUs type
1227
        is_nightly=''             # indicate whether the case will only run at night
1228 1229 1230 1231
        get_quickly_disable_ut||disable_ut_quickly=''    # indicate whether the case was in quickly disable list

        UT_list=$(ctest -N | awk -F ': ' '{print $2}' | sed '/^$/d' | sed '$d')
        output=$(python ${PADDLE_ROOT}/tools/parallel_UT_rule.py "${UT_list}")
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        high_parallel_job=$(echo $output | cut -d ";" -f 1)
        secondary_high_parallel_job=$(echo $output | cut -d ";" -f 2)
        third_high_parallel_job=$(echo $output | cut -d ";" -f 3)
        fourth_high_parallel_job=$(echo $output | cut -d ";" -f 4)
        fifth_high_parallel_job=$(echo $output | cut -d ";" -f 5)
        sixth_high_parallel_job=$(echo $output | cut -d ";" -f 6)
        lowest_high_parallel_job=$(echo $output | cut -d ";" -f 7)
        non_parallel_job=$(echo $output | cut -d ";" -f 8)
        
1241 1242 1243 1244 1245 1246 1247 1248
        while read -r line; do
            if [[ "$line" == "" ]]; then
                continue
            fi
                read matchstr <<< $(echo "$line"|grep -oEi 'Test[ \t]+#')
                if [[ "$matchstr" == "" ]]; then
                    # Any test case with LABELS property would be parse here
                    # RUN_TYPE=EXCLUSIVE mean the case would run exclusively
1249
                    # RUN_TYPE=DIST mean the case would take two graph GPUs during runtime
1250
                    # RUN_TYPE=NIGHTLY or RUN_TYPE=DIST:NIGHTLY or RUN_TYPE=EXCLUSIVE:NIGHTLY means the case will ONLY run at night
1251 1252
                    read is_exclusive <<< $(echo "$line"|grep -oEi "RUN_TYPE=EXCLUSIVE")
                    read is_multicard <<< $(echo "$line"|grep -oEi "RUN_TYPE=DIST")
1253
                    read is_nightly <<< $(echo "$line"|grep -oEi "RUN_TYPE=NIGHTLY|RUN_TYPE=DIST:NIGHTLY|RUN_TYPE=EXCLUSIVE:NIGHTLY")
1254 1255 1256 1257
                    continue
                fi
                read testcase <<< $(echo "$line"|grep -oEi "\w+$")

1258 1259 1260 1261
                if [[ "$is_nightly" != "" ]] && [ ${NIGHTLY_MODE:-OFF} == "OFF" ]; then
                    echo $testcase" will only run at night."
                    continue
                fi
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                if [ ${PRECISION_TEST:-OFF} == "ON" ] && [[ "$precision_cases" != "" ]]; then
                    will_test="false"
                    for case in $precision_cases; do
                        if [[ $testcase == $case ]]; then
                            will_test="true"
                            break
                        fi
                    done
                    if [[ $will_test == "false" ]]; then
                        echo $testcase" won't run in PRECISION_TEST mode."
                        continue
                    fi
                fi
1275

1276
                if [[ "$is_multicard" == "" ]]; then
1277
                  # trick: treat all test case with prefix "test_dist" as dist case, and would run on 2 GPUs
1278
                  read is_multicard <<< $(echo "$testcase"|grep -oEi "test_dist_")
1279 1280 1281
                fi

                if [[ "$is_exclusive" != "" ]]; then
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                    if [[ $(echo $high_parallel_job | grep -o "\^$testcase\\$") != "" ]]; then
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                        exclusive_tests_high_parallel="$exclusive_tests_high_parallel|^$testcase$"
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                    elif [[ $(echo $fourth_high_parallel_job$fifth_high_parallel_job | grep -o "\^$testcase\\$") != "" ]]; then
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                        exclusive_tests_medium_parallel="$exclusive_tests_medium_parallel|^$testcase$"
1286
                    else
1287
                        exclusive_tests_non_parallel="$exclusive_tests_non_parallel|^$testcase$"
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                    fi
                elif [[ "$is_multicard" != "" ]]; then
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                    if [[ $(echo $high_parallel_job$fourth_high_parallel_job | grep -o "\^$testcase\\$") != "" ]]; then
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                        multiple_card_tests_medium_parallel="$multiple_card_tests_medium_parallel|^$testcase$"
1292
                    else
1293
                        multiple_card_tests_non_parallel="$multiple_card_tests_non_parallel|^$testcase$"
1294 1295
                    fi
                else
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                    if [[ $(echo $high_parallel_job | grep -o "\^$testcase\\$") != "" ]]; then
1297
                        single_card_tests_high_parallel="$single_card_tests_high_parallel|^$testcase$"
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                    elif [[ $(echo $secondary_high_parallel_job | grep -o "\^$testcase\\$") != "" ]]; then
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                        single_card_tests_secondary_high_parallel="$single_card_tests_secondary_high_parallel|^$testcase$"
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                    elif [[ $(echo $third_high_parallel_job | grep -o "\^$testcase\\$") != "" ]]; then
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                        single_card_tests_third_high_parallel="$single_card_tests_third_high_parallel|^$testcase$"           
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                    elif [[ $(echo $fourth_high_parallel_job$fifth_high_parallel_job | grep -o "\^$testcase\\$") != "" ]]; then
                        single_card_tests_forth_high_parallel="$single_card_tests_forth_high_parallel|^$testcase$"
                    elif [[ $(echo $sixth_high_parallel_job | grep -o "\^$testcase\\$") != "" ]]; then
                        single_card_tests_fifth_high_parallel="$single_card_tests_fifth_high_parallel|^$testcase$"               
                    elif [[ $(echo $lowest_high_parallel_job| grep -o "\^$testcase\\$") != "" ]]; then
                        single_card_tests_lowest_parallel="$single_card_tests_lowest_parallel|^$testcase$"
1308
                    else
1309
                        single_card_tests_non_parallel="$single_card_tests_non_parallel|^$testcase$"
1310
                    fi
1311
                    single_card_tests="$single_card_tests|^$testcase$"
1312 1313 1314
                fi
                is_exclusive=''
                is_multicard=''
1315
                is_nightly=''
1316 1317 1318
                matchstr=''
                testcase=''
        done <<< "$test_cases";
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        ut_actual_total_startTime_s=`date +%s`

        single_ut_startTime_s=`date +%s`
        card_test "$single_card_tests_high_parallel" 1 24               # run cases 24 job each time with single GPU
        card_test "$single_card_tests_secondary_high_parallel" 1 15     # run cases 15 job each time with single GPU
        card_test "$single_card_tests_third_high_parallel" 1 12         # run cases 12 job each time with single GPU
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        card_test "$single_card_tests_forth_high_parallel" 1 7          # run cases 7 job each time with single GPU
        card_test "$single_card_tests_fifth_high_parallel" 1 4          # run cases 4 job each time with single GPU
        card_test "$single_card_tests_lowest_parallel" 1 2              # run cases 2 job each time with single GPU
        card_test "$single_card_tests_non_parallel" 1 4                 # run cases 4 job each time with single GPU
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        single_ut_endTime_s=`date +%s`
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        multi_ut_startTime_s=`date +%s`
        card_test "$multiple_card_tests_medium_parallel" 2 4            # run cases 2 job each time with two GPUs
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        card_test "$multiple_card_tests_non_parallel" 2 3               # run cases 1 job each time with two GPUs
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        multi_ut_endTime_s=`date +%s`
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        exclu_ut_startTime_s=`date +%s`
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        card_test "$exclusive_tests_high_parallel" -1 7                 # run cases exclusively, in this cases would be run with 2/4/8 GPUs
        card_test "$exclusive_tests_medium_parallel" -1 4                  # run cases exclusively, in this cases would be run with 2/4/8 GPUs
        card_test "$exclusive_tests_non_parallel" -1 2                # run cases exclusively, in this cases would be run with 2/4/8 GPUs
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        exclu_ut_endTime_s=`date +%s`

        echo "ipipe_log_param_1_TestCases_Total_Time: $[ $single_ut_endTime_s - $single_ut_startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt
        echo "ipipe_log_param_2_TestCases_Total_Time: $[ $multi_ut_endTime_s - $multi_ut_startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt
        echo "ipipe_log_param_Exclusive_TestCases_Total_Time: $[ $exclu_ut_endTime_s - $exclu_ut_startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt

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        collect_failed_tests
        rm -f $tmp_dir/*
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        exec_times=0
        retry_unittests_record=''
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        retry_time=4
        exec_time_array=('first' 'second' 'third' 'fourth')
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        parallel_failed_tests_exec_retry_threshold=120
        exec_retry_threshold=30
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        is_retry_execuate=0
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        rerun_ut_startTime_s=`date +%s`
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        if [ -n "$failed_test_lists" ];then
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            if [ ${TIMEOUT_DEBUG_HELP:-OFF} == "ON" ];then
                bash $PADDLE_ROOT/tools/timeout_debug_help.sh "$failed_test_lists"    # cat logs for tiemout uts which killed by ctest
            fi
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            read need_retry_ut_str <<< $(echo "$failed_test_lists" | grep -oEi "\-.+\(.+\)" | sed 's/(.\+)//' | sed 's/- //' )
            need_retry_ut_arr=(${need_retry_ut_str})
            need_retry_ut_count=${#need_retry_ut_arr[@]}
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            read retry_unittests <<< $(echo "$failed_test_lists" | grep -oEi "\-.+\(.+\)" | sed 's/(.\+)//' | sed 's/- //' )
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            while ( [ $exec_times -lt $retry_time ] )
                do
                    if [[ "${exec_times}" == "0" ]] ;then
                        if [ $need_retry_ut_count -lt $parallel_failed_tests_exec_retry_threshold ];then
                            is_retry_execuate=0
                        else
                            is_retry_execuate=1
                        fi
                    elif [[ "${exec_times}" == "1" ]] ;then
                        read need_retry_ut_str <<< $(echo "$failed_test_lists" | grep -oEi "\-.+\(.+\)" | sed 's/(.\+)//' | sed 's/- //' )
                        need_retry_ut_arr=(${need_retry_ut_str})
                        need_retry_ut_count=${#need_retry_ut_arr[@]} 
                        if [ $need_retry_ut_count -lt $exec_retry_threshold ];then
                            is_retry_execuate=0
                        else
                            is_retry_execuate=1
                        fi
                    fi
                    if [[ "$is_retry_execuate" == "0" ]];then
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                        set +e
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                        retry_unittests_record="$retry_unittests_record$failed_test_lists"
                        failed_test_lists_ult=`echo "${failed_test_lists}" |grep -Po '[^ ].*$'`
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                        set -e
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                        if [[ "${exec_times}" == "1" ]] || [[ "${exec_times}" == "3" ]];then
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                            if [[ "${failed_test_lists}" == "" ]];then
                                break
                            else
                                read retry_unittests <<< $(echo "$failed_test_lists" | grep -oEi "\-.+\(.+\)" | sed 's/(.\+)//' | sed 's/- //' )
                            fi
                        fi
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                        echo "========================================="
                        echo "This is the ${exec_time_array[$exec_times]} time to re-run"
                        echo "========================================="
                        echo "The following unittest will be re-run:"
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                        echo "${retry_unittests}"                    
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                        for line in ${retry_unittests[@]} ;
                            do
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                                read tmp_one_tmp <<< "$( echo $single_card_tests | grep -oEi $line )"
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                                read tmp_mul_tmp <<< "$( echo $multiple_card_tests | grep -oEi $line )"
                                read exclusive_tmp <<< "$( echo $exclusive_tests | grep -oEi $line )"

                                if [[ "$tmp_one_tmp" != ""  ]]; then
                                    if [[ "$one_card_retry" == "" ]]; then
                                        one_card_retry="^$line$"
                                    else
                                        one_card_retry="$one_card_retry|^$line$"
                                    fi
                                elif [[ "$tmp_mul_tmp" != "" ]]; then
                                    if [[ "$multiple_card_retry" == "" ]]; then
                                        multiple_card_retry="^$line$"
                                    else
                                        multiple_card_retry="$multiple_card_retry|^$line$"
                                    fi
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                                else
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                                    if [[ "$exclusive_retry" == "" ]];then
                                        exclusive_retry="^$line$"
                                    else
                                        exclusive_retry="$exclusive_retry|^$line$"
                                    fi
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                                fi

1426
                            done
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                        echo "rerun one_card_retry beginee!!!"
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                        if [[ "$one_card_retry" != "" ]]; then
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                            card_test "$one_card_retry" 1 4
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                        fi
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                        echo "rerun one_card_retry finished!!!"
                        
                        echo "rerun multiple_card_retry beginee!!!"
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                        if [[ "$multiple_card_retry" != "" ]]; then
                            card_test "$multiple_card_retry" 2
                        fi
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                        echo "rerun multiple_card_retry finished!!!"
                        
                        echo "rerun exclusive_retry beginee!!!"
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                        if [[ "$exclusive_retry" != "" ]]; then
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                            card_test "$exclusive_retry" -1
1442
                        fi
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                        echo "rerun exclusive_retry finished!!!"
                        
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                        exec_times=$[$exec_times+1]
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                        echo "exec_times: $exec_times"
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                        failed_test_lists=''
                        collect_failed_tests
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                        echo "failed_test_listsssssss: $failed_test_lists"
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                        rm -f $tmp_dir/*
                        one_card_retry=''
                        multiple_card_retry=''
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                        exclusive_retry='' 
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                    else 
                        break
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                    fi 
                done
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        fi

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        rerun_ut_endTime_s=`date +%s`
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        echo "ipipe_log_param_Rerunaaaa_TestCases_Total_Time: $[ $rerun_ut_endTime_s - $rerun_ut_startTime_s ]s" 
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        echo "ipipe_log_param_Rerun_TestCases_Total_Time: $[ $rerun_ut_endTime_s - $rerun_ut_startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt
        ut_actual_total_endTime_s=`date +%s`
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        echo "ipipe_log_param_actualaaaaa_TestCases_Total_Time: $[ $ut_actual_total_endTime_s - $ut_actual_total_startTime_s ]s"
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        echo "ipipe_log_param_actual_TestCases_Total_Time: $[ $ut_actual_total_endTime_s - $ut_actual_total_startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt
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        if [[ "$EXIT_CODE" != "0" ]]; then
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            show_ut_retry_result
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        fi
set -ex
    fi
}

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function show_ut_retry_result() {
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    if [ "$SYSTEM" == "Darwin" ]; then
        exec_retry_threshold_count=10
    else
        exec_retry_threshold_count=80
    fi
    if [[ "$is_retry_execuate" != "0" ]]  && [[ "${exec_times}" == "0" ]] ;then
        failed_test_lists_ult=`echo "${failed_test_lists}" | grep -Po '[^ ].*$'`
        echo "========================================="
        echo "There are more than ${exec_retry_threshold_count} failed unit tests in parallel test, so no unit test retry!!!"
        echo "========================================="
        echo "The following tests FAILED: "
        echo "${failed_test_lists_ult}"
        exit 8;
    elif [[ "$is_retry_execuate" != "0" ]] && [[ "${exec_times}" == "1" ]];then
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        failed_test_lists_ult=`echo "${failed_test_lists}" | grep -Po '[^ ].*$'`
        echo "========================================="
        echo "There are more than 10 failed unit tests, so no unit test retry!!!"
        echo "========================================="
        echo "The following tests FAILED: "
        echo "${failed_test_lists_ult}"
        exit 8;
    else
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        retry_unittests_ut_name=$(echo "$retry_unittests_record" | grep -oEi "\-.+\(" | sed 's/(//' | sed 's/- //' )
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        retry_unittests_record_judge=$(echo ${retry_unittests_ut_name}| tr ' ' '\n' | sort | uniq -c | awk '{if ($1 >=3) {print $2}}')
        if [ -z "${retry_unittests_record_judge}" ];then
            echo "========================================"
            echo "There are failed tests, which have been successful after re-run:"
            echo "========================================"
            echo "The following tests have been re-ran:"
            echo "${retry_unittests_record}"
        else
            failed_ut_re=$(echo "${retry_unittests_record_judge}" | awk BEGIN{RS=EOF}'{gsub(/\n/,"|");print}')
            echo "========================================"
            echo "There are failed tests, which have been executed re-run,but success rate is less than 50%:"
            echo "Summary Failed Tests... "
            echo "========================================"
            echo "The following tests FAILED: "
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            echo "${retry_unittests_record}" | sort -u | grep -E "$failed_ut_re"
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            exit 8;
        fi
    fi
}

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function parallel_test_base_cpu() {
    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
    if [ ${WITH_TESTING:-ON} == "ON" ] ; then
    cat <<EOF
    ========================================
    Running unit cpu tests ...
    ========================================
EOF
        ut_startTime_s=`date +%s`
        ctest --output-on-failure -j $1
        ut_endTime_s=`date +%s`
        echo "CPU testCase Time: $[ $ut_endTime_s - $ut_startTime_s ]s"
        if [[ "$EXIT_CODE" != "0" ]]; then
            exit 8;
        fi
    fi
}

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function insert_pile_to_h_cu_diff {
    # TODO get develop h/cu md5
    cd ${PADDLE_ROOT}
    find ${PADDLE_ROOT} -name '*.cu'| grep -v ${PADDLE_ROOT}/build >> ${PADDLE_ROOT}/tools/h_cu_files.log
    python ${PADDLE_ROOT}/tools/handle_h_cu_file.py 'get_h_file_md5' ${PADDLE_ROOT}
    
    # TODO insert pile to diff h/cu file 

    #insert pile to full h/cu file 
    python ${PADDLE_ROOT}/tools/handle_h_cu_file.py 'insert_pile_to_h_file' ${PADDLE_ROOT}
}

function precise_card_test_single {
    set +e
    set +x
    testcases=$1
    num=$2
    for case in $(echo $testcases | tr "$|^" "\n")
    do
        cd ${PADDLE_ROOT}/build
        precise_card_test "^${case}$" $num
        # c++ 
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        if [ ! -d "${PADDLE_ROOT}/build/ut_map/$case" ];then
            mkdir ${PADDLE_ROOT}/build/ut_map/$case
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        fi
        set -x
        find paddle/fluid -name '*.gcda'|xargs -I {} cp --path {} ut_map/$case
        find paddle/fluid -name '*.gcno'|xargs -I {} cp --path {} ut_map/$case
        python ${PADDLE_ROOT}/tools/get_single_test_cov.py ${PADDLE_ROOT} $case &
        
        # python
        ls python-coverage.data.*
        if [[ $? == 0 ]]
        then
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            if [ ! -d "${PADDLE_ROOT}/build/pytest/$case" ];then
                mkdir -p ${PADDLE_ROOT}/build/pytest/$case
            fi
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            mv python-coverage.data.* ${PADDLE_ROOT}/build/pytest/$case
        fi
        find paddle/fluid -name *.gcda | xargs rm -f #delete gcda
    done
}

function precise_card_test() {
    set -m
    testcases=$1
    if (( $# > 1 )); then
        cardnumber=$2
        cuda_list="0"
        if [ $cardnumber -eq 2 ]; then
            cuda_list=${CUDA_VISIBLE_DEVICES}
        else
            cuda_list="0"
        fi
    else
        cardnumber=2
        cuda_list=${CUDA_VISIBLE_DEVICES}
    fi

    if [[ "$testcases" == "" ]]; then
        return 0
    fi

    echo "****************************************************************"
    echo "***Running ut: $testcases***"
    echo "****************************************************************"
    
    tmpfile=$tmp_dir/$testcases".log"
    env CUDA_VISIBLE_DEVICES=$cuda_list ctest -I 0,,1 -R "($testcases)" --timeout 500 --output-on-failure -V -j 1 > $tmpfile 
    set +m
}

function get_precise_tests_map_file {
    cd ${PADDLE_ROOT}/build
    pip install ${PADDLE_ROOT}/build/python/dist/*whl
    ut_total_startTime_s=`date +%s`
    EXIT_CODE=0;
    test_cases=$(ctest -N -V) # get all test cases
    single_card_tests='' # all cases list which would take one graph card
    exclusive_tests=''        # cases list which would be run exclusively
    multiple_card_tests=''    # cases list which would take multiple GPUs, most cases would be two GPUs
    is_exclusive=''           # indicate whether the case is exclusive type
    is_multicard=''           # indicate whether the case is multiple GPUs type
set +x

    while read -r line; do
        if [[ "$line" == "" ]]; then
            continue
        fi
            read matchstr <<< $(echo "$line"|grep -oEi 'Test[ \t]+#')
            if [[ "$matchstr" == "" ]]; then
                # Any test case with LABELS property would be parse here
                # RUN_TYPE=EXCLUSIVE mean the case would run exclusively
                # RUN_TYPE=DIST mean the case would take two graph GPUs during runtime
                read is_exclusive <<< $(echo "$line"|grep -oEi "RUN_TYPE=EXCLUSIVE")
                read is_multicard <<< $(echo "$line"|grep -oEi "RUN_TYPE=DIST")
                continue
            fi
            read testcase <<< $(echo "$line"|grep -oEi "\w+$")

            if [[ "$is_multicard" == "" ]]; then
                # trick: treat all test case with prefix "test_dist" as dist case, and would run on 2 GPUs
                read is_multicard <<< $(echo "$testcase"|grep -oEi "test_dist_")
            fi

            if [[ "$is_exclusive" != "" ]]; then
                if [[ "$exclusive_tests" == "" ]]; then
                    exclusive_tests="^$testcase$"
                else
                    exclusive_tests="$exclusive_tests|^$testcase$"
                fi
            elif [[ "$is_multicard" != "" ]]; then
                if [[ "$multiple_card_tests" == "" ]]; then
                    multiple_card_tests="^$testcase$"
                else
                    multiple_card_tests="$multiple_card_tests|^$testcase$"
                fi
            else
                if [[ "${single_card_tests}" -gt 3000 ]];then
                    if [[ "$single_card_tests_1" == "" ]]; then
                        single_card_tests_1="^$testcase$"
                    else
                        single_card_tests_1="$single_card_tests_1|^$testcase$"
                    fi
                    continue
                fi
                if [[ "$single_card_tests" == "" ]]; then
                    single_card_tests="^$testcase$"
                else
                    single_card_tests="$single_card_tests|^$testcase$"
                fi
            fi
            is_exclusive=''
            is_multicard=''
            is_nightly=''
            matchstr=''
            testcase=''
    done <<< "$test_cases";

set -x
    mkdir -p ${PADDLE_ROOT}/build/ut_map
    mkdir -p ${PADDLE_ROOT}/build/pytest

    precise_card_test_single "$single_card_tests" 1
    precise_card_test_single "$single_card_tests_1" 1
    precise_card_test_single "$multiple_card_tests" 2
    precise_card_test_single "$exclusive_tests"
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    wait;
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    python ${PADDLE_ROOT}/tools/get_ut_file_map.py 'get_not_success_ut' ${PADDLE_ROOT}
    
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    #analy h/cu to Map file
    python ${PADDLE_ROOT}/tools/handle_h_cu_file.py 'analy_h_cu_file' $tmp_dir ${PADDLE_ROOT}

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    wait;
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    get_failedUts_precise_map_file
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    #generate python coverage and generate python file to tests_map_file
    python ${PADDLE_ROOT}/tools/pyCov_multithreading.py ${PADDLE_ROOT}
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    wait;
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    #generate ut map
    python ${PADDLE_ROOT}/tools/get_ut_file_map.py 'get_ut_map' ${PADDLE_ROOT}
}

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function get_failedUts_precise_map_file {
    if [[ -f "${PADDLE_ROOT}/build/utNotSuccess" ]]; then
        rerun_tests=`cat ${PADDLE_ROOT}/build/utNotSuccess`
        #remove pile to full h/cu file
        python ${PADDLE_ROOT}/tools/handle_h_cu_file.py 'remove_pile_from_h_file' ${PADDLE_ROOT}
        cd ${PADDLE_ROOT}/build
        cmake_base ${PYTHON_ABI:-""}
        build ${parallel_number}
        pip uninstall -y paddlepaddle-gpu
        pip install ${PADDLE_ROOT}/build/python/dist/*whl
        precise_card_test_single "$rerun_tests"
        wait;
        
    fi
}
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function parallel_test_base_xpu() {
    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
    if [ ${WITH_TESTING:-ON} == "ON" ] ; then
    cat <<EOF
    ========================================
1723
    Running unit xpu tests ...
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    ========================================
EOF

set +x
        ut_startTime_s=`date +%s`
        test_cases=$(ctest -N -V | grep "_xpu" )        # cases list which would be run exclusively
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        get_quickly_disable_ut||disable_ut_quickly=''   # indicate whether the case was in quickly disable list
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        while read -r line; do
            if [[ "$line" == "" ]]; then
                continue
            fi
            read testcase <<< $(echo "$line"|grep -oEi "\w+$")
            if [[ "$single_card_tests" == "" ]]; then
                single_card_tests="^$testcase$"
            else
                single_card_tests="$single_card_tests|^$testcase$"
            fi
        done <<< "$test_cases";
        card_test "$single_card_tests" 1
        collect_failed_tests
set -x
        ut_endTime_s=`date +%s`
        echo "XPU testCase Time: $[ $ut_endTime_s - $ut_startTime_s ]s"
        if [[ "$EXIT_CODE" != "0" ]]; then
            exit 8;
        fi
    fi   
}

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Huihuang Zheng 已提交
1753 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798
function parallel_test_base_cinn() {
    if [ ${WITH_TESTING:-ON} == "ON" ] ; then
    cat <<EOF
    ========================================
    Running unit cinn tests ...
    ========================================
EOF

set +x
        ut_startTime_s=`date +%s`
        test_cases=$(ctest -N -V)        # get all test cases
        get_quickly_disable_ut||disable_ut_quickly=''   # indicate whether the case was in quickly disable list
        while read -r line; do
            if [[ "$line" == "" ]]; then
                continue
            fi
                read matchstr <<< $(echo "$line"|grep -oEi 'Test[ \t]+#')
                if [[ "$matchstr" == "" ]]; then
                    # Any test case with LABELS property would be parse here
                    # RUN_TYPE=CINN mean the case would run in CINN CI.
                    read is_cinn <<< $(echo "$line"|grep -oEi "RUN_TYPE=CINN")
                    continue
                fi
                read testcase <<< $(echo "$line"|grep -oEi "\w+$")
                if [[ "$is_cinn" != "" ]]; then
                    if [[ "$single_card_tests" == "" ]]; then
                        single_card_tests="^$testcase$"
                    else
                        single_card_tests="$single_card_tests|^$testcase$"
                    fi
                fi
                is_cinn=''
                matchstr=''
                testcase=''
        done <<< "$test_cases";
        card_test "$single_card_tests" 1
        collect_failed_tests
set -x
        ut_endTime_s=`date +%s`
        echo "CINN testCase Time: $[ $ut_endTime_s - $ut_startTime_s ]s"
        if [[ "$EXIT_CODE" != "0" ]]; then
            exit 8;
        fi
    fi   
}

1799
function parallel_test_base_npu() {
1800
    # skipping if no NPU related files changed
1801 1802
    if [ ${SKIP_NPU_TEST:-ON} == "ON" ] ; then
        fetch_upstream_develop_if_not_exist
1803
        # get npu py or npu cc file changes
1804 1805 1806
        git diff --name-only remotes/upstream/$BRANCH
        npu_cc_changes=$(git diff --name-only remotes/upstream/$BRANCH | grep "op_npu.cc" || true)
        npu_py_changes=$(git diff --name-only remotes/upstream/$BRANCH | grep "op_npu.py" || true)
1807
        # get PR name
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        npu_pr_tile=$(curl https://github.com/PaddlePaddle/Paddle/pull/${GIT_PR_ID} 2>/dev/null | grep "<title>" | grep "NPU" || true)
1809 1810
        if [ -z "${npu_cc_changes}" ] && [ -z "${npu_py_changes}" ] && [ -z "${npu_pr_tile}" ]; then
            echo "NO NPU operators files changed and no '[NPU]' found in PR title, skip NPU unit tests!"
1811 1812 1813
            exit 0
        fi
    fi
1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836
    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build/python/paddle/fluid/tests/unittests/npu
    if [ ${WITH_TESTING:-ON} == "ON" ] ; then
    cat <<EOF
    ========================================
    Running unit npu tests ...
    ========================================
EOF

set +x
        test_cases=$(ctest -N -V) # get all test cases
        get_quickly_disable_ut||disable_ut_quickly=''   # indicate whether the case was in quickly disable list
        while read -r line; do
            if [[ "$line" == "" ]]; then
                continue
            fi
            read testcase <<< $(echo "$line"|grep -oEi "\w+$")
            if [[ "$single_card_tests" == "" ]]; then
                single_card_tests="^$testcase$"
            else
                single_card_tests="$single_card_tests|^$testcase$"
            fi
        done <<< "$test_cases";
1837 1838 1839 1840

        ut_actual_total_startTime_s=`date +%s`

        card_test "$single_card_tests" 1 # run cases 1 job each time with single GPU
1841
        collect_failed_tests
1842

1843 1844 1845 1846
        # add unit test retry for NPU
        rm -f $tmp_dir/*
        exec_times=0
        retry_unittests_record=''
1847 1848
        retry_time=4
        exec_time_array=('first' 'second' 'third' 'fourth')
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        parallel_failed_tests_exec_retry_threshold=120
        exec_retry_threshold=30
1851
        is_retry_execuate=0
1852
        rerun_ut_startTime_s=`date +%s`
1853 1854 1855 1856
        if [ -n "$failed_test_lists" ];then
            if [ ${TIMEOUT_DEBUG_HELP:-OFF} == "ON" ];then
                bash $PADDLE_ROOT/tools/timeout_debug_help.sh "$failed_test_lists"    # cat logs for tiemout uts which killed by ctest
            fi
1857
            need_retry_ut_str=$(echo "$failed_test_lists" | grep -oEi "\-.+\(.+\)" | sed 's/(.\+)//' | sed 's/- //' )
1858 1859
            need_retry_ut_arr=(${need_retry_ut_str})
            need_retry_ut_count=${#need_retry_ut_arr[@]}
1860
            retry_unittests=$(echo "$failed_test_lists" | grep -oEi "\-.+\(.+\)" | sed 's/(.\+)//' | sed 's/- //' )
1861 1862 1863 1864 1865 1866 1867 1868 1869
            while ( [ $exec_times -lt $retry_time ] )
                do
                    if [[ "${exec_times}" == "0" ]] ;then
                        if [ $need_retry_ut_count -lt $parallel_failed_tests_exec_retry_threshold ];then
                            is_retry_execuate=0
                        else
                            is_retry_execuate=1
                        fi
                    elif [[ "${exec_times}" == "1" ]] ;then
1870
                        need_retry_ut_str=$(echo "$failed_test_lists" | grep -oEi "\-.+\(.+\)" | sed 's/(.\+)//' | sed 's/- //' )
1871 1872 1873 1874 1875 1876 1877 1878 1879
                        need_retry_ut_arr=(${need_retry_ut_str})
                        need_retry_ut_count=${#need_retry_ut_arr[@]} 
                        if [ $need_retry_ut_count -lt $exec_retry_threshold ];then
                            is_retry_execuate=0
                        else
                            is_retry_execuate=1
                        fi
                    fi
                    if [[ "$is_retry_execuate" == "0" ]];then
1880 1881 1882 1883
                        set +e
                        retry_unittests_record="$retry_unittests_record$failed_test_lists"
                        failed_test_lists_ult=`echo "${failed_test_lists}" |grep -Po '[^ ].*$'`
                        set -e
1884
                        if [[ "${exec_times}" == "1" ]] || [[ "${exec_times}" == "3" ]];then
1885 1886 1887
                            if [[ "${failed_test_lists}" == "" ]];then
                                break
                            else
1888
                                retry_unittests=$(echo "$failed_test_lists" | grep -oEi "\-.+\(.+\)" | sed 's/(.\+)//' | sed 's/- //' )
1889 1890 1891 1892 1893 1894
                            fi
                        fi
                        echo "========================================="
                        echo "This is the ${exec_time_array[$exec_times]} time to re-run"
                        echo "========================================="
                        echo "The following unittest will be re-run:"
1895
                        echo "${retry_unittests}"                    
1896 1897
                        for line in ${retry_unittests[@]} ;
                            do
1898
                                tmp_one_tmp="$( echo $single_card_tests | grep -oEi $line )"
1899

1900 1901 1902 1903 1904 1905 1906
                                if [[ "$tmp_one_tmp" != ""  ]]; then
                                    if [[ "$one_card_retry" == "" ]]; then
                                        one_card_retry="^$line$"
                                    else
                                        one_card_retry="$one_card_retry|^$line$"
                                    fi
                                fi
1907

1908 1909 1910
                            done

                        if [[ "$one_card_retry" != "" ]]; then
1911
                            card_test "$one_card_retry" 1 # run cases 1 job each time with single GPU
1912 1913 1914 1915 1916 1917
                        fi
                        exec_times=$[$exec_times+1]
                        failed_test_lists=''
                        collect_failed_tests
                        rm -f $tmp_dir/*
                        one_card_retry=''
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                    else 
                        break
                    fi

1922
                done
1923
        fi
1924 1925 1926 1927 1928 1929

        rerun_ut_endTime_s=`date +%s`
        
        echo "ipipe_log_param_Rerun_TestCases_Total_Time: $[ $rerun_ut_endTime_s - $rerun_ut_startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt
        ut_actual_total_endTime_s=`date +%s`
        echo "ipipe_log_param_actual_TestCases_Total_Time: $[ $ut_actual_total_endTime_s - $ut_actual_total_startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt
1930
        if [[ "$EXIT_CODE" != "0" ]]; then
1931
            show_ut_retry_result
1932
        fi
1933
set -ex
1934 1935 1936
    fi   
}

1937 1938 1939
function parallel_test() {
    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
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    pip install hypothesis
1941
    pip install ${PADDLE_ROOT}/build/python/dist/*whl
1942
    cp ${PADDLE_ROOT}/build/python/paddle/fluid/tests/unittests/op_test.py ${PADDLE_ROOT}/build/python
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    ut_total_startTime_s=`date +%s`
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    if [ "$WITH_CINN" == "ON" ];then
        parallel_test_base_cinn
    elif [ "$WITH_GPU" == "ON" ] || [ "$WITH_ROCM" == "ON" ];then
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        parallel_test_base_gpu
1948 1949 1950 1951
    elif [ "$WITH_XPU" == "ON" ];then
        parallel_test_base_xpu
    elif [ "$WITH_ASCEND_CL" == "ON" ];then
        parallel_test_base_npu
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    else
1953
        parallel_test_base_cpu ${PROC_RUN:-1}
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    fi
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    ut_total_endTime_s=`date +%s`
    echo "TestCases Total Time: $[ $ut_total_endTime_s - $ut_total_startTime_s ]s"
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    echo "ipipe_log_param_TestCases_Total_Time: $[ $ut_total_endTime_s - $ut_total_startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt
1958 1959
}

1960 1961 1962 1963 1964 1965 1966
function enable_unused_var_check() {
    # NOTE(zhiqiu): Set FLAGS_enable_unused_var_check=1 here to enable unused_var_check,
    # which checks if an operator has unused input variable(s).
    # Currently, use it in coverage CI job.
    export FLAGS_enable_unused_var_check=1
}

1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984
function gen_doc_lib() {
    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
    cat <<EOF
    ========================================
    Building documentation library ...
    In /paddle/build
    ========================================
EOF
    cmake .. \
        -DCMAKE_BUILD_TYPE=Release \
        -DWITH_GPU=OFF \
        -DWITH_MKL=OFF \

    local LIB_TYPE=$1
    case $LIB_TYPE in
      full)
        # Build full Paddle Python module. Will timeout without caching 'copy_paddle_pybind' first
1985
        make -j `nproc` framework_py_proto copy_paddle_pybind paddle_python
1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998
        ;;
      pybind)
        # Build paddle pybind library. Takes 49 minutes to build. Might timeout
        make -j `nproc` copy_paddle_pybind
        ;;
      proto)
        # Even smaller library.
        make -j `nproc` framework_py_proto
        ;;
      *)
        exit 0
        ;;
      esac
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}


function gen_dockerfile() {
    # Set BASE_IMAGE according to env variables
2004 2005
    CUDA_MAJOR="$(echo $CUDA_VERSION | cut -d '.' -f 1).$(echo $CUDA_VERSION | cut -d '.' -f 2)"
    CUDNN_MAJOR=$(echo $CUDNN_VERSION | cut -d '.' -f 1)
2006
    if [[ ${WITH_GPU} == "ON" ]]; then
2007
        BASE_IMAGE="nvidia/cuda:${CUDA_MAJOR}-cudnn${CUDNN_MAJOR}-devel-ubuntu16.04"
2008
    else
2009
        BASE_IMAGE="ubuntu:16.04"
2010 2011 2012 2013
    fi

    DOCKERFILE_GPU_ENV=""
    DOCKERFILE_CUDNN_DSO=""
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2014
    DOCKERFILE_CUBLAS_DSO=""
2015 2016
    if [[ ${WITH_GPU:-OFF} == 'ON' ]]; then
        DOCKERFILE_GPU_ENV="ENV LD_LIBRARY_PATH /usr/lib/x86_64-linux-gnu:\${LD_LIBRARY_PATH}"
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        DOCKERFILE_CUDNN_DSO="RUN ln -sf /usr/lib/x86_64-linux-gnu/libcudnn.so.${CUDNN_MAJOR} /usr/lib/x86_64-linux-gnu/libcudnn.so"
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        DOCKERFILE_CUBLAS_DSO="RUN ln -sf /usr/local/cuda/targets/x86_64-linux/lib/libcublas.so.${CUDA_MAJOR} /usr/lib/x86_64-linux-gnu/libcublas.so"
2019 2020 2021 2022
    fi

    cat <<EOF
    ========================================
2023
    Generate ${PADDLE_ROOT}/build/Dockerfile ...
2024 2025
    ========================================
EOF
2026 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036 2037 2038 2039 2040
    
    ref_CUDA_MAJOR="$(echo $CUDA_VERSION | cut -d '.' -f 1)"
    if [[ ${WITH_GPU} == "ON"  ]]; then
        ref_gpu=gpu-cuda${ref_CUDA_MAJOR}-cudnn${CUDNN_MAJOR}
    else
        ref_gpu=cpu
    fi
    if [[ ${WITH_GPU} == "ON"  ]]; then
        install_gpu="_gpu"
    else
        install_gpu=""
    fi
    if [[ ${WITH_MKL} == "ON" ]]; then
        ref_mkl=mkl
    else
2041
        ref_mkl=openblas
2042
    fi
2043

2044 2045 2046 2047
    ref_web=https://paddle-wheel.bj.bcebos.com/${PADDLE_BRANCH}-${ref_gpu}-${ref_mkl}

    ref_paddle36=paddlepaddle${install_gpu}-${PADDLE_BRANCH}-cp36-cp36m-linux_x86_64.whl
    ref_paddle37=paddlepaddle${install_gpu}-${PADDLE_BRANCH}-cp37-cp37m-linux_x86_64.whl
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    ref_paddle38=paddlepaddle${install_gpu}-${PADDLE_BRANCH}-cp38-cp38-linux_x86_64.whl
2049
    ref_paddle39=paddlepaddle${install_gpu}-${PADDLE_BRANCH}-cp39-cp39-linux_x86_64.whl
2050 2051 2052

    ref_paddle36_whl=paddlepaddle${install_gpu}-${PADDLE_BRANCH}-cp36-cp36m-linux_x86_64.whl
    ref_paddle37_whl=paddlepaddle${install_gpu}-${PADDLE_BRANCH}-cp37-cp37m-linux_x86_64.whl
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    ref_paddle38_whl=paddlepaddle${install_gpu}-${PADDLE_BRANCH}-cp38-cp38-linux_x86_64.whl
2054
    ref_paddle39_whl=paddlepaddle${install_gpu}-${PADDLE_BRANCH}-cp39-cp39-linux_x86_64.whl
2055

2056
    if [[ ${PADDLE_BRANCH} != "0.0.0" && ${WITH_MKL} == "ON" && ${WITH_GPU} == "ON" ]]; then
2057 2058
        ref_paddle36=paddlepaddle${install_gpu}-${PADDLE_BRANCH}.post${ref_CUDA_MAJOR}${CUDNN_MAJOR}-cp36-cp36m-linux_x86_64.whl
        ref_paddle37=paddlepaddle${install_gpu}-${PADDLE_BRANCH}.post${ref_CUDA_MAJOR}${CUDNN_MAJOR}-cp37-cp37m-linux_x86_64.whl
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        ref_paddle38=paddlepaddle${install_gpu}-${PADDLE_BRANCH}.post${ref_CUDA_MAJOR}${CUDNN_MAJOR}-cp38-cp38-linux_x86_64.whl
2060
        ref_paddle39=paddlepaddle${install_gpu}-${PADDLE_BRANCH}.post${ref_CUDA_MAJOR}${CUDNN_MAJOR}-cp39-cp39-linux_x86_64.whl
2061 2062
        ref_paddle36_whl=paddlepaddle${install_gpu}-${PADDLE_BRANCH}.post${ref_CUDA_MAJOR}${CUDNN_MAJOR}-cp36-cp36m-linux_x86_64.whl
        ref_paddle37_whl=paddlepaddle${install_gpu}-${PADDLE_BRANCH}.post${ref_CUDA_MAJOR}${CUDNN_MAJOR}-cp37-cp37m-linux_x86_64.whl
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        ref_paddle38_whl=paddlepaddle${install_gpu}-${PADDLE_BRANCH}.post${ref_CUDA_MAJOR}${CUDNN_MAJOR}-cp38-cp38-linux_x86_64.whl
2064
        ref_paddle39_whl=paddlepaddle${install_gpu}-${PADDLE_BRANCH}.post${ref_CUDA_MAJOR}${CUDNN_MAJOR}-cp39-cp39-linux_x86_64.whl
2065 2066 2067 2068
    fi

    ref_paddle36_mv1=""
    ref_paddle36_mv2=""
2069
    if [[ ${PADDLE_BRANCH} == "0.0.0" && ${WITH_GPU} == "ON" ]]; then
2070 2071 2072 2073
        ref_paddle36_whl=paddlepaddle_gpu-1.5.1-cp36-cp36m-linux_x86_64.whl
        ref_paddle36_mv1="mv ${ref_paddle36} ${ref_paddle36_whl} &&"
        ref_paddle36_mv2="&& mv ${ref_paddle36_whl} ${ref_paddle36}"
    fi
2074
    if [[ ${PADDLE_BRANCH} == "0.0.0" && ${WITH_GPU} != "ON" ]]; then
2075 2076 2077 2078 2079
        ref_paddle36_whl=paddlepaddle-1.5.1-cp36-cp36m-linux_x86_64.whl
        ref_paddle36_mv1="mv ${ref_paddle36} ${ref_paddle36_whl} &&"
        ref_paddle36_mv2="&& mv ${ref_paddle36_whl} ${ref_paddle36}"
    fi
    
2080 2081 2082 2083 2084 2085 2086
    cat > ${PADDLE_ROOT}/build/Dockerfile <<EOF
    FROM ${BASE_IMAGE}
    MAINTAINER PaddlePaddle Authors <paddle-dev@baidu.com>
    ENV HOME /root
EOF

    if [[ ${WITH_GPU} == "ON"  ]]; then
2087
        NCCL_DEPS="apt-get install -y --allow-downgrades --allow-change-held-packages libnccl2=2.4.7-1+cuda${CUDA_MAJOR} libnccl-dev=2.4.7-1+cuda${CUDA_MAJOR} || true"
2088
    else
2089
        NCCL_DEPS="true"
2090 2091
    fi

2092 2093 2094 2095
    if [[ ${WITH_GPU} == "ON" && ${CUDA_MAJOR} = "8.0" ]]; then 
        NCCL_DEPS="apt-get install -y --allow-downgrades --allow-change-held-packages libnccl2=2.2.13-1+cuda8.0 libnccl-dev=2.2.13-1+cuda8.0"
    fi

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    PADDLE_VERSION="paddle version"
    CMD='"paddle", "version"'
2098 2099
    
    cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF
2100 2101
    # run paddle version to install python packages first
    RUN apt-get update && ${NCCL_DEPS}
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    RUN apt-get install -y wget libgtk2.0-dev dmidecode && \
        apt-get install -f -y && \
2104 2105 2106 2107 2108
        apt-get clean -y && \
        ldconfig
    ${DOCKERFILE_CUDNN_DSO}
    ${DOCKERFILE_CUBLAS_DSO}
    ${DOCKERFILE_GPU_ENV}
2109
EOF
2110
    cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF
2111 2112 2113 2114 2115 2116 2117
    # run paddle version to install python packages first
    RUN apt-get update && ${NCCL_DEPS}
    RUN apt-get install -y make build-essential libssl-dev zlib1g-dev libbz2-dev \
        libreadline-dev libsqlite3-dev wget curl llvm libncurses5-dev libncursesw5-dev \
        xz-utils tk-dev libffi-dev liblzma-dev
    RUN mkdir -p /root/python_build/ && wget -q https://www.sqlite.org/2018/sqlite-autoconf-3250300.tar.gz && \
        tar -zxf sqlite-autoconf-3250300.tar.gz && cd sqlite-autoconf-3250300 && \
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        ./configure -prefix=/usr/local && make install -j8 && cd ../ && rm sqlite-autoconf-3250300.tar.gz && \
2119 2120 2121
        wget -q https://www.python.org/ftp/python/3.6.0/Python-3.6.0.tgz && \
        tar -xzf Python-3.6.0.tgz && cd Python-3.6.0 && \
        CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
2122 2123
        make -j8 > /dev/null && make altinstall > /dev/null && cd ../ && rm Python-3.6.0.tgz
    RUN apt-get install -y libgtk2.0-dev dmidecode python3-tk && ldconfig && \
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        wget ${ref_web}/${ref_paddle36} && ${ref_paddle36_mv1} pip3.6 install ${ref_paddle36_whl} ${ref_paddle36_mv2}; apt-get install -f -y && \
2125
        apt-get clean -y && \
2126
        rm -f ${ref_paddle36} && \
2127 2128
        ldconfig
EOF
2129
    cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF
2130 2131 2132 2133 2134 2135 2136 2137
    # run paddle version to install python packages first
    RUN apt-get update && ${NCCL_DEPS}
    RUN apt-get install -y make build-essential libssl-dev zlib1g-dev libbz2-dev \
        libreadline-dev libsqlite3-dev wget curl llvm libncurses5-dev libncursesw5-dev \
        xz-utils tk-dev libffi-dev liblzma-dev
    RUN wget -q https://www.python.org/ftp/python/3.7.0/Python-3.7.0.tgz && \
        tar -xzf Python-3.7.0.tgz && cd Python-3.7.0 && \
        CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
2138 2139
        make -j8 > /dev/null && make altinstall > /dev/null && cd ../ && rm Python-3.7.0.tgz
    RUN apt-get install -y libgtk2.0-dev dmidecode python3-tk && ldconfig && \
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        wget ${ref_web}/${ref_paddle37} && pip3.7 install ${ref_paddle37_whl}; apt-get install -f -y && \
2141
        apt-get clean -y && \
2142
        rm -f ${ref_paddle37} && \
2143
        ldconfig
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EOF
    cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF
    # run paddle version to install python packages first
    RUN apt-get update && ${NCCL_DEPS}
    RUN apt-get install -y make build-essential libssl-dev zlib1g-dev libbz2-dev \
        libreadline-dev libsqlite3-dev wget curl llvm libncurses5-dev libncursesw5-dev \
        xz-utils tk-dev libffi-dev liblzma-dev
    RUN wget -q https://www.python.org/ftp/python/3.8.0/Python-3.8.0.tgz && \
        tar -xzf Python-3.8.0.tgz && cd Python-3.8.0 && \
        CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
        make -j8 > /dev/null && make altinstall > /dev/null && cd ../ && rm Python-3.8.0.tgz
    RUN apt-get install -y libgtk2.0-dev dmidecode python3-tk && ldconfig && \
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        wget ${ref_web}/${ref_paddle38} && pip3.8 install ${ref_paddle38_whl}; apt-get install -f -y && \
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        apt-get clean -y && \
        rm -f ${ref_paddle38} && \
        ldconfig
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EOF
    cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF
    # run paddle version to install python packages first
    RUN apt-get update && ${NCCL_DEPS}
    RUN apt-get install -y make build-essential libssl-dev zlib1g-dev libbz2-dev \
        libreadline-dev libsqlite3-dev wget curl llvm libncurses5-dev libncursesw5-dev \
        xz-utils tk-dev libffi-dev liblzma-dev
    RUN wget -q https://www.python.org/ftp/python/3.9.0/Python-3.9.0.tgz && \
        tar -xzf Python-3.9.0.tgz && cd Python-3.9.0 && \
        CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
        make -j8 > /dev/null && make altinstall > /dev/null && cd ../ && rm Python-3.9.0.tgz
    RUN apt-get install -y libgtk2.0-dev dmidecode python3-tk && ldconfig && \
        wget ${ref_web}/${ref_paddle39} && pip3.9 install ${ref_paddle39_whl}; apt-get install -f -y && \
        apt-get clean -y && \
        rm -f ${ref_paddle39} && \
        ldconfig
2176
EOF
2177
    cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF
2178
    # run paddle version to install python packages first
2179 2180
    RUN apt-get update && ${NCCL_DEPS}
    RUN apt-get install -y wget python-pip python-opencv libgtk2.0-dev dmidecode python-tk && easy_install -U pip && \
2181
        wget ${ref_web}/${ref_paddle2} && pip install ${ref_paddle2_whl}; apt-get install -f -y && \
2182
        apt-get clean -y && \
2183
        rm -f ${ref_paddle2} && \
2184 2185
        ${PADDLE_VERSION} && \
        ldconfig
2186
EOF
2187

2188
    cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF
2189 2190 2191 2192 2193
    # default command shows the paddle version and exit
    CMD [${CMD}]
EOF
}

2194
function gen_fluid_lib() {
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    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
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    cat <<EOF
2198
    ========================================
2199
    Generating fluid library for train and inference ...
2200 2201
    ========================================
EOF
2202 2203 2204 2205
    parallel_number=`nproc`
    if [[ "$1" != "" ]]; then
      parallel_number=$1
    fi
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    startTime_s=`date +%s`
    set +e
2208
    cmake .. -DWITH_DISTRIBUTE=OFF -DON_INFER=ON -DWITH_TENSORRT=ON -DCUDA_ARCH_NAME=${CUDA_ARCH_NAME:-Auto};build_error=$?
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    # reset ccache zero stats for collect PR's actual hit rate
    ccache -z

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    make -j ${parallel_number} fluid_lib_dist;build_error=$?
    make -j ${parallel_number} inference_lib_dist;build_error=$?
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    # ci will collect ccache hit rate
    collect_ccache_hits

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    if [ "$build_error" != 0 ];then
        exit 7;
    fi
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    endTime_s=`date +%s`
    echo "Build Time: $[ $endTime_s - $startTime_s ]s"
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    echo "ipipe_log_param_Build_Time: $[ $endTime_s - $startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt
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2226
    build_size "paddle_inference"
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    build_size "paddle_inference_c"
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}

2230
function tar_fluid_lib() {
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    cat <<EOF
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    ========================================
2233
    Taring fluid library for train and inference ...
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    ========================================
EOF
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    cd ${PADDLE_ROOT}/build
2237
    cp -r paddle_install_dir fluid
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    tar -czf fluid.tgz fluid
2239 2240
    cp -r paddle_inference_install_dir paddle_inference
    tar -czf paddle_inference.tgz paddle_inference
2241 2242
}

2243
function test_fluid_lib() {
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    cat <<EOF
2245
    ========================================
2246
    Testing fluid library for inference ...
2247 2248
    ========================================
EOF
2249
    demo_ci_startTime_s=`date +%s`
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    cd ${PADDLE_ROOT}/paddle/fluid/inference/api/demo_ci
    ./run.sh ${PADDLE_ROOT} ${WITH_MKL:-ON} ${WITH_GPU:-OFF} ${INFERENCE_DEMO_INSTALL_DIR} \
             ${TENSORRT_INCLUDE_DIR:-/usr/local/TensorRT/include} \
             ${TENSORRT_LIB_DIR:-/usr/local/TensorRT/lib}
2254 2255
    DEMO_EXIT_CODE=$?
    ./clean.sh
2256 2257 2258 2259 2260
    demo_ci_endTime_s=`date +%s`
    echo "demo_ci tests Total time: $[ $demo_ci_endTime_s - $demo_ci_startTime_s ]s"
    echo "ipipe_log_param_Demo_Ci_Tests_Total_Time: $[ $demo_ci_endTime_s - $demo_ci_startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt

    infer_ut_startTime_s=`date +%s`
2261 2262 2263 2264
    cd ${PADDLE_ROOT}/paddle/fluid/inference/tests/infer_ut
    ./run.sh ${PADDLE_ROOT} ${WITH_MKL:-ON} ${WITH_GPU:-OFF} ${INFERENCE_DEMO_INSTALL_DIR} \
             ${TENSORRT_ROOT_DIR:-/usr}
    TEST_EXIT_CODE=$?
2265 2266 2267
    infer_ut_endTime_s=`date +%s`
    echo "infer_ut tests Total time: $[ $infer_ut_endTime_s - $infer_ut_startTime_s ]s"
    echo "ipipe_log_param_Infer_Ut_Tests_Total_Time: $[ $infer_ut_endTime_s - $infer_ut_startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt  
2268
    if [[ "$DEMO_EXIT_CODE" != "0" || "$TEST_EXIT_CODE" != "0" ]]; then
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        exit 8;
    fi
2271 2272
}

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function test_go_inference_api() {
    cat <<EOF
    ========================================
    Testing go inference api ...
    ========================================
EOF

    # ln paddle_inference_c lib
    cd ${PADDLE_ROOT}/build
    ln -s ${PADDLE_ROOT}/build/paddle_inference_c_install_dir/ ${PADDLE_ROOT}/paddle/fluid/inference/goapi/paddle_inference_c

    # run go test
    cd ${PADDLE_ROOT}/paddle/fluid/inference/goapi
    bash test.sh
    EXIT_CODE=$?
    if [[ "$EXIT_CODE" != "0" ]]; then
        exit 8;
    fi
}

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function test_fluid_lib_train() {
    cat <<EOF
    ========================================
    Testing fluid library for training ...
    ========================================
EOF
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    fluid_train_startTime_s=`date +%s`
2300 2301
    cd ${PADDLE_ROOT}/paddle/fluid/train/demo
    ./run.sh ${PADDLE_ROOT} ${WITH_MKL:-ON}
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    EXIT_CODE=$?
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    fluid_train_endTime_s=`date +%s`
    echo "test_fluid_lib_train Total Time: $[ $fluid_train_endTime_s - $fluid_train_startTime_s ]s"
2305
    echo "ipipe_log_param_Test_Fluid_Lib_Train_Total_Time: $[ $fluid_train_endTime_s - $fluid_train_startTime_s ]s"
2306
    ./clean.sh
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    if [[ "$EXIT_CODE" != "0" ]]; then
        exit 8;
    fi
2310
}
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2311

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2313 2314 2315 2316
function build_document_preview() {
    sh /paddle/tools/document_preview.sh ${PORT}
}

2317 2318
# origin name: example
function exec_samplecode_test() {
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    pip install ${PADDLE_ROOT}/build/python/dist/*.whl
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    paddle version
2321
    cd ${PADDLE_ROOT}/tools
2322 2323 2324
    if [ "$1" = "cpu" ] ; then
        python sampcd_processor.py cpu; example_error=$?
    elif [ "$1" = "gpu" ] ; then
2325
        python sampcd_processor.py --threads=16 gpu; example_error=$?
2326
    fi
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    if [ "$example_error" != "0" ];then
2328
      echo "Code instance execution failed" >&2
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      exit 5
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    fi
}

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function collect_ccache_hits() {
    rate=$(ccache -s | grep 'cache hit rate' | awk '{print $4}')
    echo "ccache hit rate: ${rate}%"
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    echo "ipipe_log_param_Ccache_Hit_Rate: ${rate}%" >> ${PADDLE_ROOT}/build/build_summary.txt
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}


2341
function test_op_benchmark() {
2342
    # The PR will pass quickly when get approval from specific person.
2343
    # Xreki 12538138, luotao1 6836917, Avin0323 23427135
2344 2345 2346
    set +x
    approval_line=$(curl -H "Authorization: token ${GITHUB_API_TOKEN}" https://api.github.com/repos/PaddlePaddle/Paddle/pulls/${GIT_PR_ID}/reviews?per_page=10000)
    if [ "${approval_line}" != "" ]; then
2347
        APPROVALS=$(echo ${approval_line} | python ${PADDLE_ROOT}/tools/check_pr_approval.py 1 23427135 12538138 6836917)
2348 2349 2350 2351 2352 2353 2354 2355 2356
        echo "current pr ${GIT_PR_ID} got approvals: ${APPROVALS}"
        if [ "${APPROVALS}" == "TRUE" ]; then
            echo "==================================="
            echo -e "\n current pr ${GIT_PR_ID} has got approvals. So, Pass CI directly!\n"
            echo "==================================="
            exit 0
        fi
    fi
    set -x
2357 2358 2359
    bash ${PADDLE_ROOT}/tools/test_op_benchmark.sh
}

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function test_model_benchmark() {
    bash ${PADDLE_ROOT}/tools/test_model_benchmark.sh
}

2364 2365 2366 2367
function summary_check_problems() {
    set +x
    local check_style_code=$1
    local example_code=$2
2368 2369
    local check_style_info=$3
    local example_info=$4
2370 2371 2372
    if [ $check_style_code -ne 0 -o $example_code -ne 0 ];then
      echo "========================================"
      echo "summary problems:"
2373 2374 2375 2376 2377 2378
      if [ $check_style_code -ne 0 -a $example_code -ne 0 ];then
        echo "There are 2 errors: Code format error and Example code error."
      else
        [ $check_style_code -ne 0 ] && echo "There is 1 error: Code format error."
        [ $example_code -ne 0 ] && echo "There is 1 error: Example code error."
      fi
2379 2380
      echo "========================================"
      if [ $check_style_code -ne 0 ];then
2381 2382
        echo "*****Code format error***** Please fix it according to the diff information:"
        echo "$check_style_info" | grep "code format error" -A $(echo "$check_style_info" | wc -l)
2383 2384
      fi
      if [ $example_code -ne 0 ];then
2385 2386
        echo "*****Example code error***** Please fix the error listed in the information:"
        echo "$example_info" | grep "API check -- Example Code" -A $(echo "$example_info" | wc -l)
2387 2388 2389 2390 2391 2392 2393
      fi
      [ $check_style_code -ne 0 ] && exit $check_style_code
      [ $example_code -ne 0 ] && exit $example_code
    fi
    set -x
}

2394 2395 2396

function reuse_so_cache() {
    get_html="https://api.github.com/repos/PaddlePaddle/Paddle"
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    curl -X GET ${get_html}/commits -H "authorization: token ${GITHUB_API_TOKEN}" >tmp.txt
    merge_commit=`grep "sha" tmp.txt| awk -F \" 'NR==1{print $(NF-1)}'| sed 's# ##g'`
    curl -X GET ${get_html}/commits/${merge_commit} -H "authorization: token ${GITHUB_API_TOKEN}" >tmp.txt
    merge_pr=`grep -oP -m 1 '(#[0-9]*)' tmp.txt| sed 's/#//g'`
    curl -X GET ${get_html}/pulls/${merge_pr}/commits -H "authorization: token ${GITHUB_API_TOKEN}" >tmp.txt
    pr_commit=`grep "sha" tmp.txt |tail -3|head -1|awk -F : '{print $NF}'|sed 's#"##g'|sed 's#,##g'| sed 's# ##g'`
2403
    set +e
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2404 2405
    wget -q https://xly-devops.bj.bcebos.com/PR/Paddle/${merge_pr}/${pr_commit}/workspace/Paddle/build/proto_so.tar.gz
    down_proto_so=`echo $?`
2406 2407 2408 2409 2410 2411 2412 2413 2414 2415 2416 2417 2418 2419 2420 2421
    set -e
    if [ "${down_proto_so}" -eq 0 ];then
        export CI_SKIP_CPP_TEST=ON
        cd build && mv ../proto_so.tar.gz .
        tar --use-compress-program=pigz -xpf proto_so.tar.gz
        cmake_gen ${PYTHON_ABI:-""} ${parallel_number}
        cd python
        touch stub.cc
        alias cp=cp
        cp -r ../../python/paddle .
        python setup.py bdist_wheel
    else
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
    fi
}

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2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 2433 2434 2435 2436 2437
function find_temporary_files() {
    set +x
    jsonData=`curl \
            -H "Authorization: token ${GITHUB_API_TOKEN}"\
            -H "Accept: application/vnd.github.v3+json" \
            https://api.github.com/repos/PaddlePaddle/Paddle/pulls/${GIT_PR_ID}/files`
    
    result=`echo ${jsonData}|python ${PADDLE_ROOT}/tools/check_file_suffix.py`
    
    if [ ${#result} -gt 0 ]
    then
	echo ${result}
	exit 65
    fi
}

2438 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 2449 2450 2451 2452 2453 2454 2455 2456
function trt_convert_test() {
    set +e
    cd ${PADDLE_ROOT}
    result_num=0
    export PYTHONPATH=$PYTHONPATH:${PADDLE_ROOT}/build/python
    for file_name in `find python/ -name 'test_trt_convert*'`;do
        echo "----- test trt ut: $file_name -----"
        python $file_name
        res=$?
        if [ "$res" != "0" ];then
            echo "$file_name convert test failed " >&2
            result_num=11
        fi
    done
    if [ "$result_num" != "0" ];then
        exit 11
    fi
}

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function build_pr_and_develop() {
    cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
    mkdir ${PADDLE_ROOT}/build/pr_whl && cp ${PADDLE_ROOT}/build/python/dist/*.whl ${PADDLE_ROOT}/build/pr_whl
    rm -f ${PADDLE_ROOT}/build/python/dist/*.whl && rm -f ${PADDLE_ROOT}/build/python/build/.timestamp
    cmake_change=`git diff --name-only upstream/$BRANCH | grep "cmake/external" || true`
    if [ ${cmake_change} ];then
2463
        rm -rf ${PADDLE_ROOT}/build/Makefile ${PADDLE_ROOT}/build/CMakeCache.txt
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2464 2465 2466 2467 2468 2469 2470 2471
        rm -rf ${PADDLE_ROOT}/build/third_party
    fi
    git checkout .
    git checkout -b develop_base_pr upstream/$BRANCH
    cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
    mkdir ${PADDLE_ROOT}/build/dev_whl && cp ${PADDLE_ROOT}/build/python/dist/*.whl ${PADDLE_ROOT}/build/dev_whl
}

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2472

2473
function main() {
Z
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2474
    local CMD=$1 
2475
    local parallel_number=$2
2476 2477
    init
    case $CMD in
2478
      build_only)
Z
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2479
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
2480
        ;;
T
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2481 2482 2483
      build_pr_dev)
        build_pr_and_develop 
        ;;
2484
      build_and_check)
2485
        set +e
2486
        check_style_info=$(check_style)
2487
        check_style_code=$?
J
Jiangxinz 已提交
2488
        find_temporary_files
Z
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2489
        generate_upstream_develop_api_spec ${PYTHON_ABI:-""} ${parallel_number}
Z
zhangchunle 已提交
2490
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
2491 2492
        check_sequence_op_unittest
        generate_api_spec ${PYTHON_ABI:-""} "PR"
2493
        set +e
2494 2495 2496 2497 2498 2499
        example_info_gpu=""
        example_code_gpu=0
        if [ "${WITH_GPU}" == "ON" ] ; then
            example_info_gpu=$(exec_samplecode_test gpu)
            example_code_gpu=$?
        fi
2500
        example_info=$(exec_samplecode_test cpu)
2501
        example_code=$?
2502
        summary_check_problems $check_style_code $[${example_code_gpu} + ${example_code}] "$check_style_info" "${example_info_gpu}\n${example_info}"
T
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2503
        assert_api_spec_approvals
T
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2504
        check_whl_size
2505
        ;;
2506 2507 2508 2509 2510 2511 2512 2513 2514 2515 2516
      build_and_check_cpu)
        set +e
        find_temporary_files
        generate_upstream_develop_api_spec ${PYTHON_ABI:-""} ${parallel_number}
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
        check_sequence_op_unittest
        generate_api_spec ${PYTHON_ABI:-""} "PR"
        check_whl_size
        ;;
      build_and_check_gpu)
        set +e
2517 2518
        check_style_info=$(check_style)
        check_style_code=$?
2519 2520 2521 2522 2523 2524 2525 2526 2527 2528 2529
        example_info_gpu=""
        example_code_gpu=0
        if [ "${WITH_GPU}" == "ON" ] ; then
            example_info_gpu=$(exec_samplecode_test gpu)
            example_code_gpu=$?
        fi
        example_info=$(exec_samplecode_test cpu)
        example_code=$?
        summary_check_problems $check_style_code $[${example_code_gpu} + ${example_code}] "$check_style_info" "${example_info_gpu}\n${example_info}"
        assert_api_spec_approvals
        ;;
2530 2531
      build)
        cmake_gen ${PYTHON_ABI:-""}
2532
        build ${parallel_number}
2533
        gen_dockerfile ${PYTHON_ABI:-""}
2534
        assert_api_spec_approvals
2535
        ;;
2536 2537
      combine_avx_noavx)
        combine_avx_noavx_build
2538
        gen_dockerfile ${PYTHON_ABI:-""}
2539 2540 2541
        ;;
      combine_avx_noavx_build_and_test)
        combine_avx_noavx_build
2542
        gen_dockerfile ${PYTHON_ABI:-""}
2543 2544
        parallel_test_base
        ;;
2545
      test)
2546
        parallel_test
2547
        ;;
2548 2549 2550
      single_test)
        single_test $2
        ;;
2551 2552 2553
      bind_test)
        bind_test
        ;;
2554 2555 2556
      gen_doc_lib)
        gen_doc_lib $2
        ;;
2557
      dockerfile)
2558
        gen_dockerfile ${PYTHON_ABI:-""}
2559 2560 2561
        ;;
      fluid_inference_lib)
        cmake_gen ${PYTHON_ABI:-""}
2562
        gen_fluid_lib ${parallel_number}
2563 2564
        tar_fluid_lib
        test_fluid_lib
2565
        ;;
2566
      build_inference_lib)
2567
        python ${PADDLE_ROOT}/tools/remove_grad_op_and_kernel.py
2568 2569 2570
        cmake_gen ${PYTHON_ABI:-""}
        gen_fluid_lib ${parallel_number}
        ;;
2571 2572 2573
      check_style)
        check_style
        ;;
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2574
      cicheck)
2575 2576 2577 2578 2579 2580
        cmake_gen ${PYTHON_ABI:-""}
        build ${parallel_number}
        enable_unused_var_check
        parallel_test
        ;;
      cicheck_coverage)
2581
        check_approvals_of_unittest 1
2582
        check_diff_file_for_coverage
Z
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2583
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
2584
        enable_unused_var_check
2585
        parallel_test
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2586
        check_coverage
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2587 2588 2589 2590 2591 2592 2593 2594 2595
        check_change_of_unittest ${PYTHON_ABI:-""}
        ;;
      cpu_cicheck_coverage)
        check_approvals_of_unittest 1
        check_diff_file_for_coverage
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
        enable_unused_var_check
        ;;
      gpu_cicheck_coverage)
2596
        check_approvals_of_unittest 1
T
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2597 2598
        parallel_test
        check_coverage
2599
        check_change_of_unittest ${PYTHON_ABI:-""}
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        ;;
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      ci_preciseTest)
        insert_pile_to_h_cu_diff 
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
        enable_unused_var_check
        get_precise_tests_map_file
        ;;
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      cicheck_brpc)
        cmake_gen ${PYTHON_ABI:-""}
2609
        build ${parallel_number}
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        run_brpc_test
        ;;
2612
      assert_api)
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        generate_upstream_develop_api_spec ${PYTHON_ABI:-""} ${parallel_number}
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        assert_api_spec_approvals
2615 2616
        ;;
      test_inference)
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        PADDLE_ROOT="$( cd "$( dirname "${BASH_SOURCE[0]}")/../../" && pwd )"
        python ${PADDLE_ROOT}/tools/remove_grad_op_and_kernel.py
2619
        gen_fluid_lib ${parallel_number}
2620
        test_fluid_lib
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        #test_fluid_lib_train
2622 2623
        #go inference test
        test_go_inference_api
2624
        check_approvals_of_unittest 3 
2625
        ;;
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      build_inference)
        PADDLE_ROOT="$( cd "$( dirname "${BASH_SOURCE[0]}")/../../" && pwd )"
        python ${PADDLE_ROOT}/tools/remove_grad_op_and_kernel.py
        gen_fluid_lib ${parallel_number}
        ;;
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      gpu_inference)
        test_fluid_lib
        test_go_inference_api
        check_approvals_of_unittest 3
        ;;
2636 2637 2638
      test_train)
        gen_fluid_lib ${parallel_number}
        test_fluid_lib_train
2639 2640 2641 2642
        ;;
      assert_api_approvals)
        assert_api_spec_approvals
        ;;
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      assert_file_approvals)
        assert_file_diff_approvals
        ;; 
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      maccheck)
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        cmake_gen_and_build_mac ${PYTHON_ABI:-""}
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        run_mac_test ${PYTHON_ABI:-""} ${PROC_RUN:-1}
2649
        ;;
2650
      maccheck_py35)
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        cmake_gen_and_build_mac ${PYTHON_ABI:-""}
2652
        run_mac_test ${PYTHON_ABI:-""} ${PROC_RUN:-1}
2653
        check_change_of_unittest ${PYTHON_ABI:-""}
2654
        ;;
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      macbuild)
        cmake_gen ${PYTHON_ABI:-""}
        build_mac
        ;;
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      cicheck_py35)
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        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
2661
        parallel_test
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        ;;
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      cpu_cicheck_py35)
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
        ;;
      gpu_cicheck_py35)
        parallel_test
        ;;
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      build_gpubox)
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
        ;;
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      check_xpu)
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
        parallel_test
        ;;
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      check_xpu_coverage)
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
        parallel_test
        check_coverage
        ;;
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      check_rocm_coverage)
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
        parallel_test
        check_coverage
        ;;
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      check_npu_coverage)
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
        parallel_test
        check_coverage
        ;;
2691 2692 2693 2694
      reuse_so_cicheck_py35)
        reuse_so_cache
        parallel_test
        ;;
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      cmake_gen)
        cmake_gen ${PYTHON_ABI:-""}
        ;;
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      cmake_gen_in_current_dir)
        cmake_gen_in_current_dir ${PYTHON_ABI:-""}
        ;;
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      gen_fluid_lib)
2702
        gen_fluid_lib ${parallel_number}
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        ;;
      test_fluid_lib)
        test_fluid_lib
        ;;
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      document)
        cmake_gen ${PYTHON_ABI:-""}
        build ${parallel_number}
        build_document_preview
        ;;
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      api_example)
2713 2714 2715 2716 2717
        example_info=$(exec_samplecode_test cpu)
        example_code=$?
        check_style_code=0
        check_style_info=
        summary_check_problems $check_style_code $example_code "$check_style_info" "$example_info"
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        ;;
2719 2720 2721
      test_op_benchmark)
        test_op_benchmark
        ;;
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      test_model_benchmark)
        test_model_benchmark
        ;;
2725 2726 2727 2728
      trt_convert_test)
        # only test trt convert.
        trt_convert_test
        ;;
2729 2730
      *)
        print_usage
2731
        exit 1
2732 2733
        ;;
      esac
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      set +x
      if [[ -f ${PADDLE_ROOT}/build/build_summary.txt ]];then
        echo "=====================build summary======================"
        cat ${PADDLE_ROOT}/build/build_summary.txt
        echo "========================================================"
      fi
2740
      echo "paddle_build script finished as expected"
2741 2742 2743
}

main $@