paddle_build.sh 112.2 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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    # set up go environment for running gometalinter
    mkdir -p $GOPATH/src/github.com/PaddlePaddle/
    ln -sf ${PADDLE_ROOT} $GOPATH/src/github.com/PaddlePaddle/Paddle

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    # pre-commit use python3.8.0 
    OLD_PATH=$PATH
    export PATH=export PATH=/usr/local/python3.8.0/bin:/usr/local/python3.8.0/include:/usr/local/bin:${PATH}

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    pre-commit install
    clang-format --version

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    commit_files=on
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    for file_name in `git diff --numstat ${BRANCH} |awk '{print $NF}'`;do
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        if ! pre-commit run --files $file_name ; then
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            commit_files=off
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        fi
    done 
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    export PATH=${OLD_PATH}
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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`
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    if [[ ${cmake_change} ]];then
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        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 ${PADDLE_ROOT}/build/.check_api_workspace
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    virtualenv -p `which python` .${spec_kind}_env
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    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
848
            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
857
    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 "************************************"
871
                exit 6
872
            fi
873
        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 - $oriBuildSize" | bc`)
881
        AllDiffSize=$(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.
889 890
        ========================================
EOF
891 892
        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
904
    fi
905
    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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}

927 928 929 930
function check_sequence_op_unittest(){
    /bin/bash ${PADDLE_ROOT}/tools/check_sequence_op.sh
}

931 932 933 934
function generate_unittest_spec() {
    spec_kind=$1
    if [ "$spec_kind" == "DEV" ]; then
        cat <<EOF
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        ============================================
        Generate unit tests.spec of develop.
        ============================================
938 939 940
EOF
    elif [ "$spec_kind" == "PR" ]; then
        cat <<EOF
941 942 943
        ============================================
        Generate unit tests.spec of this PR.
        ============================================
944 945 946 947 948
EOF
    else
        echo "Not supported $1"
        exit 1
    fi
949
    spec_path=${PADDLE_ROOT}/paddle/fluid/UNITTEST_${spec_kind}.spec
950 951 952
    ctest -N | awk -F ':' '{print $2}' | sed '/^$/d' | sed '$d' > ${spec_path}
}

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954
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
958
    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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1005 1006
    # 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() {
    for file in `ls $tmp_dir`; do
        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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# 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
}

1085 1086
function card_test() {
    set -m
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    case_count $1 $2
    ut_startTime_s=`date +%s` 
1089 1090 1091 1092 1093

    testcases=$1
    cardnumber=$2
    parallel_level_base=${CTEST_PARALLEL_LEVEL:-1}

1094
    # get the CUDA device count, XPU device count is one
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    if [ "${WITH_XPU}" == "ON" ];then
1096
        CUDA_DEVICE_COUNT=1
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    elif [ "${WITH_ASCEND_CL}" == "ON" ];then
        CUDA_DEVICE_COUNT=1
1099 1100
    elif [ "${WITH_ROCM}" == "ON" ];then
        CUDA_DEVICE_COUNT=4
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    else
        CUDA_DEVICE_COUNT=$(nvidia-smi -L | wc -l)
    fi
1104

1105
    if (( $cardnumber == -1 ));then
1106
        cardnumber=$CUDA_DEVICE_COUNT
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    fi

    if (( $# > 2 )); then
        parallel_job=`expr $3 \* $parallel_level_base`
    else
1112
        parallel_job=$parallel_level_base
1113 1114 1115 1116 1117 1118 1119
    fi

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

    trap 'caught_error' CHLD
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    tmpfile_rand=`date +%s%N`
1121
    NUM_PROC=$[CUDA_DEVICE_COUNT/$cardnumber]
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    echo "****************************************************************"
    echo "***These unittests run $parallel_job job each time with $cardnumber GPU***"
    echo "****************************************************************"
1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135
    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
1137 1138
        if [ ${TESTING_DEBUG_MODE:-OFF} == "ON" ] ; then
            if [[ $cardnumber == $CUDA_DEVICE_COUNT ]]; then
1139
                (ctest -I $i,,$NUM_PROC -R "($testcases)" -E "($disable_ut_quickly)" -V --timeout 120 -j $parallel_job | tee $tmpfile; test ${PIPESTATUS[0]} -eq 0) &
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            else  
1141
                (env CUDA_VISIBLE_DEVICES=$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) &
1142 1143 1144
            fi
        else
            if [[ $cardnumber == $CUDA_DEVICE_COUNT ]]; then
1145
                (ctest -I $i,,$NUM_PROC -R "($testcases)" -E "($disable_ut_quickly)" --timeout 120 --output-on-failure  -j $parallel_job | tee $tmpfile; test ${PIPESTATUS[0]} -eq 0) &
1146
            else
1147
                (env CUDA_VISIBLE_DEVICES=$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`
1153
    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!!!! "
1159
    set +m
1160 1161
}

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function parallel_test_base_gpu() {
1163 1164 1165
    if [ ${WITH_TESTING:-ON} == "ON" ] ; then
    cat <<EOF
    ========================================
1166
    Running unit tests in parallel way ...
1167 1168 1169
    ========================================
EOF

1170
set -x
1171 1172
        # set trt_convert ut to run 15% cases.
        export TEST_NUM_PERCENT_CASES=0.15
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        precison_cases=""
1174
        bash $PADDLE_ROOT/tools/check_added_ut.sh
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        if [ ${PRECISION_TEST:-OFF} == "ON" ]; then
1176 1177 1178
            python3.7 $PADDLE_ROOT/tools/get_pr_ut.py
            if [[ -f "ut_list" ]]; then
                set +x
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                echo "PREC length: "`wc -l ut_list`
1180 1181 1182
                precision_cases=`cat ut_list`
                set -x
            fi
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        fi
1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195
        if [ -a "$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 "$PADDLE_ROOT/duplicate_ut"
                echo "========================================"
                exit 102;
                set -x
            fi
        fi
1196 1197
        if [ -a "$PADDLE_ROOT/added_ut" ];then
            added_uts=^$(awk BEGIN{RS=EOF}'{gsub(/\n/,"$|^");print}' $PADDLE_ROOT/added_ut)$
1198 1199 1200 1201 1202 1203 1204 1205
            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
1206
        fi
1207
set +x
1208
        EXIT_CODE=0;
1209
        test_cases=$(ctest -N -V) # get all test cases
1210
        # Note(zhouwei): Parallel runs are relative to 'CTEST_PARALLEL_LEVEL', e.g: '4 job each time' means 4*CTEST_PARALLEL_LEVEL
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        single_card_tests_high_parallel='^job$'             # 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
1219
        
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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
1222
        
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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)
1226
        
1227 1228
        is_exclusive=''           # indicate whether the case is exclusive type
        is_multicard=''           # indicate whether the case is multiple GPUs type
1229
        is_nightly=''             # indicate whether the case will only run at night
1230 1231
        get_quickly_disable_ut||disable_ut_quickly=''    # indicate whether the case was in quickly disable list

1232 1233
        ctest -N | awk -F ': ' '{print $2}' | sed '/^$/d' | sed '$d' > all_ut_list
        output=$(python ${PADDLE_ROOT}/tools/parallel_UT_rule.py)
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        high_parallel_job=$(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)
        
1243 1244 1245 1246 1247 1248 1249 1250
        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
1251
                    # RUN_TYPE=DIST mean the case would take two graph GPUs during runtime
1252
                    # RUN_TYPE=NIGHTLY or RUN_TYPE=DIST:NIGHTLY or RUN_TYPE=EXCLUSIVE:NIGHTLY means the case will ONLY run at night
1253 1254
                    read is_exclusive <<< $(echo "$line"|grep -oEi "RUN_TYPE=EXCLUSIVE")
                    read is_multicard <<< $(echo "$line"|grep -oEi "RUN_TYPE=DIST")
1255
                    read is_nightly <<< $(echo "$line"|grep -oEi "RUN_TYPE=NIGHTLY|RUN_TYPE=DIST:NIGHTLY|RUN_TYPE=EXCLUSIVE:NIGHTLY")
1256 1257 1258 1259
                    continue
                fi
                read testcase <<< $(echo "$line"|grep -oEi "\w+$")

1260 1261 1262 1263
                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
1277

1278
                if [[ "$is_multicard" == "" ]]; then
1279
                  # trick: treat all test case with prefix "test_dist" as dist case, and would run on 2 GPUs
1280
                  read is_multicard <<< $(echo "$testcase"|grep -oEi "test_dist_")
1281 1282
                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$"
1287
                    else
1288
                        exclusive_tests_non_parallel="$exclusive_tests_non_parallel|^$testcase$"
1289 1290
                    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$"
1293
                    else
1294
                        multiple_card_tests_non_parallel="$multiple_card_tests_non_parallel|^$testcase$"
1295 1296
                    fi
                else
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                    if [[ $(echo $high_parallel_job | grep -o "\^$testcase\\$") != "" ]]; then
1298
                        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$"
1309
                    else
1310
                        single_card_tests_non_parallel="$single_card_tests_non_parallel|^$testcase$"
1311
                    fi
1312
                    single_card_tests="$single_card_tests|^$testcase$"
1313 1314 1315
                fi
                is_exclusive=''
                is_multicard=''
1316
                is_nightly=''
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                matchstr=''
                testcase=''
        done <<< "$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}" == "2" ]];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

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

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        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" >> ${PADDLE_ROOT}/build/build_summary.txt
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        if [[ "$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 >=4) {print $2}}')
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        if [ -z "${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
    ========================================
1713
    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   
}

H
Huihuang Zheng 已提交
1743 1744 1745 1746 1747 1748 1749 1750 1751 1752 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
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   
}

1789
function parallel_test_base_npu() {
1790
    # skipping if no NPU related files changed
1791 1792
    if [ ${SKIP_NPU_TEST:-ON} == "ON" ] ; then
        fetch_upstream_develop_if_not_exist
1793
        # get npu py or npu cc file changes
1794 1795 1796
        git diff --name-only remotes/upstream/$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)
1797
        # get PR name
Q
Qi Li 已提交
1798
        npu_pr_tile=$(curl https://github.com/PaddlePaddle/Paddle/pull/${GIT_PR_ID} 2>/dev/null | grep "<title>" | grep "NPU" || true)
1799 1800
        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!"
1801 1802 1803
            exit 0
        fi
    fi
1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826
    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";
1827 1828 1829 1830

        ut_actual_total_startTime_s=`date +%s`

        card_test "$single_card_tests" 1 # run cases 1 job each time with single GPU
1831
        collect_failed_tests
1832

1833 1834 1835 1836
        # add unit test retry for NPU
        rm -f $tmp_dir/*
        exec_times=0
        retry_unittests_record=''
1837 1838
        retry_time=4
        exec_time_array=('first' 'second' 'third' 'fourth')
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zhangchunle 已提交
1839 1840
        parallel_failed_tests_exec_retry_threshold=120
        exec_retry_threshold=30
1841
        is_retry_execuate=0
1842
        rerun_ut_startTime_s=`date +%s`
1843 1844 1845 1846
        if [ -n "$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
1847
            need_retry_ut_str=$(echo "$failed_test_lists" | grep -oEi "\-.+\(.+\)" | sed 's/(.\+)//' | sed 's/- //' )
1848 1849
            need_retry_ut_arr=(${need_retry_ut_str})
            need_retry_ut_count=${#need_retry_ut_arr[@]}
1850
            retry_unittests=$(echo "$failed_test_lists" | grep -oEi "\-.+\(.+\)" | sed 's/(.\+)//' | sed 's/- //' )
1851 1852 1853 1854 1855 1856 1857 1858 1859
            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
1860
                        need_retry_ut_str=$(echo "$failed_test_lists" | grep -oEi "\-.+\(.+\)" | sed 's/(.\+)//' | sed 's/- //' )
1861 1862 1863 1864 1865 1866 1867 1868 1869
                        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
1870 1871 1872 1873
                        set +e
                        retry_unittests_record="$retry_unittests_record$failed_test_lists"
                        failed_test_lists_ult=`echo "${failed_test_lists}" |grep -Po '[^ ].*$'`
                        set -e
1874
                        if [[ "${exec_times}" == "1" ]] || [[ "${exec_times}" == "3" ]];then
1875 1876 1877
                            if [[ "${failed_test_lists}" == "" ]];then
                                break
                            else
1878
                                retry_unittests=$(echo "$failed_test_lists" | grep -oEi "\-.+\(.+\)" | sed 's/(.\+)//' | sed 's/- //' )
1879 1880 1881 1882 1883 1884
                            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:"
1885
                        echo "${retry_unittests}"                    
1886 1887
                        for line in ${retry_unittests[@]} ;
                            do
1888
                                tmp_one_tmp="$( echo $single_card_tests | grep -oEi $line )"
1889

1890 1891 1892 1893 1894 1895 1896
                                if [[ "$tmp_one_tmp" != ""  ]]; then
                                    if [[ "$one_card_retry" == "" ]]; then
                                        one_card_retry="^$line$"
                                    else
                                        one_card_retry="$one_card_retry|^$line$"
                                    fi
                                fi
1897

1898 1899 1900
                            done

                        if [[ "$one_card_retry" != "" ]]; then
1901
                            card_test "$one_card_retry" 1 # run cases 1 job each time with single GPU
1902 1903 1904 1905 1906 1907
                        fi
                        exec_times=$[$exec_times+1]
                        failed_test_lists=''
                        collect_failed_tests
                        rm -f $tmp_dir/*
                        one_card_retry=''
Z
zhangchunle 已提交
1908 1909 1910 1911
                    else 
                        break
                    fi

1912
                done
1913
        fi
1914 1915 1916 1917 1918 1919

        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" >> ${PADDLE_ROOT}/build/build_summary.txt
1920
        if [[ "$EXIT_CODE" != "0" ]]; then
1921
            show_ut_retry_result
1922
        fi
1923
set -ex
1924 1925 1926
    fi   
}

1927 1928 1929
function parallel_test() {
    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
W
Wilber 已提交
1930
    pip install hypothesis
1931
    pip install ${PADDLE_ROOT}/build/python/dist/*whl
1932
    cp ${PADDLE_ROOT}/build/python/paddle/fluid/tests/unittests/op_test.py ${PADDLE_ROOT}/build/python
Z
zhangchunle 已提交
1933
    ut_total_startTime_s=`date +%s`
H
Huihuang Zheng 已提交
1934 1935 1936
    if [ "$WITH_CINN" == "ON" ];then
        parallel_test_base_cinn
    elif [ "$WITH_GPU" == "ON" ] || [ "$WITH_ROCM" == "ON" ];then
T
tianshuo78520a 已提交
1937
        parallel_test_base_gpu
1938 1939 1940 1941
    elif [ "$WITH_XPU" == "ON" ];then
        parallel_test_base_xpu
    elif [ "$WITH_ASCEND_CL" == "ON" ];then
        parallel_test_base_npu
T
tianshuo78520a 已提交
1942
    else
1943
        parallel_test_base_cpu ${PROC_RUN:-1}
T
tianshuo78520a 已提交
1944
    fi
Z
zhangchunle 已提交
1945 1946
    ut_total_endTime_s=`date +%s`
    echo "TestCases Total Time: $[ $ut_total_endTime_s - $ut_total_startTime_s ]s"
I
iducn 已提交
1947
    echo "ipipe_log_param_TestCases_Total_Time: $[ $ut_total_endTime_s - $ut_total_startTime_s ]s" >> ${PADDLE_ROOT}/build/build_summary.txt
1948 1949
}

1950 1951 1952 1953 1954 1955 1956
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
}

1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974
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
1975
        make -j `nproc` framework_py_proto copy_paddle_pybind paddle_python
1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988
        ;;
      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
1989 1990 1991 1992 1993
}


function gen_dockerfile() {
    # Set BASE_IMAGE according to env variables
1994 1995
    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)
1996
    if [[ ${WITH_GPU} == "ON" ]]; then
1997
        BASE_IMAGE="nvidia/cuda:${CUDA_MAJOR}-cudnn${CUDNN_MAJOR}-devel-ubuntu16.04"
1998
    else
1999
        BASE_IMAGE="ubuntu:16.04"
2000 2001 2002 2003
    fi

    DOCKERFILE_GPU_ENV=""
    DOCKERFILE_CUDNN_DSO=""
X
Xi Chen 已提交
2004
    DOCKERFILE_CUBLAS_DSO=""
2005
    DOCKERFILE_CUBLASLT_DSO=""
2006 2007
    if [[ ${WITH_GPU:-OFF} == 'ON' ]]; then
        DOCKERFILE_GPU_ENV="ENV LD_LIBRARY_PATH /usr/lib/x86_64-linux-gnu:\${LD_LIBRARY_PATH}"
X
Xi Chen 已提交
2008
        DOCKERFILE_CUDNN_DSO="RUN ln -sf /usr/lib/x86_64-linux-gnu/libcudnn.so.${CUDNN_MAJOR} /usr/lib/x86_64-linux-gnu/libcudnn.so"
X
Xi Chen 已提交
2009
        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"
2010
        DOCKERFILE_CUBLASLT_DSO="RUN ln -sf /usr/local/cuda/targets/x86_64-linux/lib/libcublasLt.so /usr/lib/x86_64-linux-gnu/libcublasLt.so"
2011 2012 2013 2014
    fi

    cat <<EOF
    ========================================
2015
    Generate ${PADDLE_ROOT}/build/Dockerfile ...
2016 2017
    ========================================
EOF
2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032
    
    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
2033
        ref_mkl=openblas
2034
    fi
2035

2036 2037 2038 2039
    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
G
guofei 已提交
2040
    ref_paddle38=paddlepaddle${install_gpu}-${PADDLE_BRANCH}-cp38-cp38-linux_x86_64.whl
2041
    ref_paddle39=paddlepaddle${install_gpu}-${PADDLE_BRANCH}-cp39-cp39-linux_x86_64.whl
2042 2043 2044

    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
G
guofei 已提交
2045
    ref_paddle38_whl=paddlepaddle${install_gpu}-${PADDLE_BRANCH}-cp38-cp38-linux_x86_64.whl
2046
    ref_paddle39_whl=paddlepaddle${install_gpu}-${PADDLE_BRANCH}-cp39-cp39-linux_x86_64.whl
2047

2048
    if [[ ${PADDLE_BRANCH} != "0.0.0" && ${WITH_MKL} == "ON" && ${WITH_GPU} == "ON" ]]; then
2049 2050
        ref_paddle36=paddlepaddle${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}${CUDNN_MAJOR}-cp37-cp37m-linux_x86_64.whl
G
guofei 已提交
2051
        ref_paddle38=paddlepaddle${install_gpu}-${PADDLE_BRANCH}.post${ref_CUDA_MAJOR}${CUDNN_MAJOR}-cp38-cp38-linux_x86_64.whl
2052
        ref_paddle39=paddlepaddle${install_gpu}-${PADDLE_BRANCH}.post${ref_CUDA_MAJOR}${CUDNN_MAJOR}-cp39-cp39-linux_x86_64.whl
2053 2054
        ref_paddle36_whl=paddlepaddle${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}${CUDNN_MAJOR}-cp37-cp37m-linux_x86_64.whl
G
guofei 已提交
2055
        ref_paddle38_whl=paddlepaddle${install_gpu}-${PADDLE_BRANCH}.post${ref_CUDA_MAJOR}${CUDNN_MAJOR}-cp38-cp38-linux_x86_64.whl
2056
        ref_paddle39_whl=paddlepaddle${install_gpu}-${PADDLE_BRANCH}.post${ref_CUDA_MAJOR}${CUDNN_MAJOR}-cp39-cp39-linux_x86_64.whl
2057 2058 2059 2060
    fi

    ref_paddle36_mv1=""
    ref_paddle36_mv2=""
2061
    if [[ ${PADDLE_BRANCH} == "0.0.0" && ${WITH_GPU} == "ON" ]]; then
2062 2063 2064 2065
        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
2066
    if [[ ${PADDLE_BRANCH} == "0.0.0" && ${WITH_GPU} != "ON" ]]; then
2067 2068 2069 2070 2071
        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
    
2072 2073 2074 2075 2076 2077 2078
    cat > ${PADDLE_ROOT}/build/Dockerfile <<EOF
    FROM ${BASE_IMAGE}
    MAINTAINER PaddlePaddle Authors <paddle-dev@baidu.com>
    ENV HOME /root
EOF

    if [[ ${WITH_GPU} == "ON"  ]]; then
2079
        NCCL_DEPS="apt-get install -y --allow-downgrades --allow-change-held-packages libnccl2=2.4.7-1+cuda${CUDA_MAJOR} libnccl-dev=2.4.7-1+cuda${CUDA_MAJOR} || true"
2080
    else
2081
        NCCL_DEPS="true"
2082 2083
    fi

2084 2085 2086 2087
    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

T
Tao Luo 已提交
2088 2089
    PADDLE_VERSION="paddle version"
    CMD='"paddle", "version"'
2090 2091
    
    cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF
2092 2093
    # run paddle version to install python packages first
    RUN apt-get update && ${NCCL_DEPS}
T
tianshuo78520a 已提交
2094 2095
    RUN apt-get install -y wget libgtk2.0-dev dmidecode && \
        apt-get install -f -y && \
2096 2097 2098 2099
        apt-get clean -y && \
        ldconfig
    ${DOCKERFILE_CUDNN_DSO}
    ${DOCKERFILE_CUBLAS_DSO}
2100
    ${DOCKERFILE_CUBLASLT_DSO}
2101
    ${DOCKERFILE_GPU_ENV}
2102
EOF
2103
    cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF
2104 2105 2106 2107 2108 2109 2110
    # 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 && \
T
Tao Luo 已提交
2111
        ./configure -prefix=/usr/local && make install -j8 && cd ../ && rm sqlite-autoconf-3250300.tar.gz && \
2112 2113 2114
        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 && \
2115 2116
        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 && \
T
tianshuo78520a 已提交
2117
        wget ${ref_web}/${ref_paddle36} && ${ref_paddle36_mv1} pip3.6 install ${ref_paddle36_whl} ${ref_paddle36_mv2}; apt-get install -f -y && \
2118
        apt-get clean -y && \
2119
        rm -f ${ref_paddle36} && \
2120 2121
        ldconfig
EOF
2122
    cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF
2123 2124 2125 2126 2127 2128 2129 2130
    # 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 && \
2131 2132
        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 && \
T
tianshuo78520a 已提交
2133
        wget ${ref_web}/${ref_paddle37} && pip3.7 install ${ref_paddle37_whl}; apt-get install -f -y && \
2134
        apt-get clean -y && \
2135
        rm -f ${ref_paddle37} && \
2136
        ldconfig
G
guofei 已提交
2137 2138 2139 2140 2141 2142 2143 2144 2145 2146 2147 2148
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
2153 2154 2155 2156 2157 2158 2159 2160 2161 2162 2163 2164 2165 2166 2167 2168
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
2169
EOF
2170
    cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF
2171
    # run paddle version to install python packages first
2172 2173
    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 && \
2174
        wget ${ref_web}/${ref_paddle2} && pip install ${ref_paddle2_whl}; apt-get install -f -y && \
2175
        apt-get clean -y && \
2176
        rm -f ${ref_paddle2} && \
2177 2178
        ${PADDLE_VERSION} && \
        ldconfig
2179
EOF
2180

2181
    cat >> ${PADDLE_ROOT}/build/Dockerfile <<EOF
2182 2183 2184 2185 2186
    # default command shows the paddle version and exit
    CMD [${CMD}]
EOF
}

2187
function gen_fluid_lib() {
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    mkdir -p ${PADDLE_ROOT}/build
    cd ${PADDLE_ROOT}/build
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    cat <<EOF
2191
    ========================================
2192
    Generating fluid library for train and inference ...
2193 2194
    ========================================
EOF
2195 2196 2197 2198
    parallel_number=`nproc`
    if [[ "$1" != "" ]]; then
      parallel_number=$1
    fi
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    startTime_s=`date +%s`
    set +e
2201
    cmake .. -DWITH_DISTRIBUTE=OFF -DON_INFER=ON -DWITH_TENSORRT=ON -DCUDA_ARCH_NAME=${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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2219
    build_size "paddle_inference"
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    build_size "paddle_inference_c"
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}

2223
function tar_fluid_lib() {
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    cat <<EOF
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2225
    ========================================
2226
    Taring fluid library for train and inference ...
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    ========================================
EOF
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    cd ${PADDLE_ROOT}/build
2230
    cp -r paddle_install_dir fluid
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    tar -czf fluid.tgz fluid
2232 2233
    cp -r paddle_inference_install_dir paddle_inference
    tar -czf paddle_inference.tgz paddle_inference
2234 2235
}

2236
function test_fluid_lib() {
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    cat <<EOF
2238
    ========================================
2239
    Testing fluid library for inference ...
2240 2241
    ========================================
EOF
2242
    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} \
2245
             ${TENSORRT_ROOT_DIR:-/usr}
2246 2247
    DEMO_EXIT_CODE=$?
    ./clean.sh
2248 2249 2250 2251 2252
    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`
2253 2254 2255 2256
    cd ${PADDLE_ROOT}/paddle/fluid/inference/tests/infer_ut
    ./run.sh ${PADDLE_ROOT} ${WITH_MKL:-ON} ${WITH_GPU:-OFF} ${INFERENCE_DEMO_INSTALL_DIR} \
             ${TENSORRT_ROOT_DIR:-/usr}
    TEST_EXIT_CODE=$?
2257 2258 2259
    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" >> ${PADDLE_ROOT}/build/build_summary.txt  
2260
    if [[ "$DEMO_EXIT_CODE" != "0" || "$TEST_EXIT_CODE" != "0" ]]; then
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        exit 8;
    fi
2263 2264
}

2265 2266 2267 2268 2269 2270 2271 2272 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283 2284
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
}

2285 2286 2287 2288 2289 2290
function test_fluid_lib_train() {
    cat <<EOF
    ========================================
    Testing fluid library for training ...
    ========================================
EOF
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    fluid_train_startTime_s=`date +%s`
2292 2293
    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"
2297
    echo "ipipe_log_param_Test_Fluid_Lib_Train_Total_Time: $[ $fluid_train_endTime_s - $fluid_train_startTime_s ]s"
2298
    ./clean.sh
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    if [[ "$EXIT_CODE" != "0" ]]; then
        exit 8;
    fi
2302
}
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2303

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function build_document_preview() {
    sh /paddle/tools/document_preview.sh ${PORT}
}

2309 2310
# origin name: example
function exec_samplecode_test() {
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    if [ -d "${PADDLE_ROOT}/build/pr_whl" ];then
        pip install ${PADDLE_ROOT}/build/pr_whl/*.whl
    else
        pip install ${PADDLE_ROOT}/build/python/dist/*.whl
    fi

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2317
    paddle version
2318
    cd ${PADDLE_ROOT}/tools
2319 2320 2321
    if [ "$1" = "cpu" ] ; then
        python sampcd_processor.py cpu; example_error=$?
    elif [ "$1" = "gpu" ] ; then
2322
        python sampcd_processor.py --threads=16 gpu; example_error=$?
2323
    fi
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    if [ "$example_error" != "0" ];then
2325
      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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}


2338
function test_op_benchmark() {
2339
    # The PR will pass quickly when get approval from specific person.
2340
    # Xreki 12538138, luotao1 6836917, Avin0323 23427135
2341 2342 2343
    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 [ "${approval_line}" != "" ]; then
2344
        APPROVALS=$(echo ${approval_line} | python ${PADDLE_ROOT}/tools/check_pr_approval.py 1 23427135 12538138 6836917)
2345 2346 2347 2348 2349 2350 2351 2352 2353
        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
2354 2355 2356
    bash ${PADDLE_ROOT}/tools/test_op_benchmark.sh
}

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

2361 2362 2363 2364
function summary_check_problems() {
    set +x
    local check_style_code=$1
    local example_code=$2
2365 2366
    local check_style_info=$3
    local example_info=$4
2367 2368 2369
    if [ $check_style_code -ne 0 -o $example_code -ne 0 ];then
      echo "========================================"
      echo "summary problems:"
2370 2371 2372 2373 2374 2375
      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
2376 2377
      echo "========================================"
      if [ $check_style_code -ne 0 ];then
2378 2379
        echo "*****Code format error***** Please fix it according to the diff information:"
        echo "$check_style_info" | grep "code format error" -A $(echo "$check_style_info" | wc -l)
2380 2381
      fi
      if [ $example_code -ne 0 ];then
2382 2383
        echo "*****Example code error***** Please fix the error listed in the information:"
        echo "$example_info" | grep "API check -- Example Code" -A $(echo "$example_info" | wc -l)
2384 2385 2386 2387 2388 2389 2390
      fi
      [ $check_style_code -ne 0 ] && exit $check_style_code
      [ $example_code -ne 0 ] && exit $example_code
    fi
    set -x
}

2391 2392 2393

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 $NF}'|sed 's#"##g'|sed 's#,##g'| sed 's# ##g'`
2400
    set +e
T
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2401 2402
    wget -q https://xly-devops.bj.bcebos.com/PR/Paddle/${merge_pr}/${pr_commit}/workspace/Paddle/build/proto_so.tar.gz
    down_proto_so=`echo $?`
2403 2404 2405 2406 2407 2408 2409 2410 2411 2412 2413 2414 2415 2416 2417 2418
    set -e
    if [ "${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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2419 2420 2421 2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 2433 2434
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
}

2435 2436 2437 2438 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 2449 2450 2451 2452 2453
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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2454 2455
function build_pr_and_develop() {
    cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
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2456 2457 2458
    cmake_change=`git diff --name-only upstream/$BRANCH | grep "cmake/external" || true`
    cp ${PADDLE_ROOT}/python/requirements.txt /tmp
    generate_api_spec "$1" "PR"
T
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2459 2460
    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
T
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2461
    if [[ ${cmake_change} ]];then
2462
        rm -rf ${PADDLE_ROOT}/build/Makefile ${PADDLE_ROOT}/build/CMakeCache.txt
T
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2463 2464 2465 2466
        rm -rf ${PADDLE_ROOT}/build/third_party
    fi
    git checkout -b develop_base_pr upstream/$BRANCH
    cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
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2467
    generate_api_spec "$1" "DEV"
T
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2468 2469 2470
    mkdir ${PADDLE_ROOT}/build/dev_whl && cp ${PADDLE_ROOT}/build/python/dist/*.whl ${PADDLE_ROOT}/build/dev_whl
}

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2471

2472
function main() {
Z
Zeng Jinle 已提交
2473
    local CMD=$1 
2474
    local parallel_number=$2
2475 2476
    init
    case $CMD in
2477
      build_only)
Z
zhangchunle 已提交
2478
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
2479
        ;;
T
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2480 2481 2482
      build_pr_dev)
        build_pr_and_develop 
        ;;
2483
      build_and_check)
2484
        set +e
2485
        check_style_info=$(check_style)
2486
        check_style_code=$?
J
Jiangxinz 已提交
2487
        find_temporary_files
Z
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2488
        generate_upstream_develop_api_spec ${PYTHON_ABI:-""} ${parallel_number}
Z
zhangchunle 已提交
2489
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
2490 2491
        check_sequence_op_unittest
        generate_api_spec ${PYTHON_ABI:-""} "PR"
2492
        set +e
2493 2494 2495 2496 2497 2498
        example_info_gpu=""
        example_code_gpu=0
        if [ "${WITH_GPU}" == "ON" ] ; then
            example_info_gpu=$(exec_samplecode_test gpu)
            example_code_gpu=$?
        fi
2499
        example_info=$(exec_samplecode_test cpu)
2500
        example_code=$?
2501
        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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2502
        assert_api_spec_approvals
T
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2503
        check_whl_size
2504
        ;;
2505 2506 2507 2508 2509 2510 2511 2512 2513 2514 2515
      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 ${PYTHON_ABI:-""} "PR"
        check_whl_size
        ;;
      build_and_check_gpu)
        set +e
2516 2517
        check_style_info=$(check_style)
        check_style_code=$?
2518 2519 2520 2521 2522 2523 2524 2525 2526 2527 2528
        example_info_gpu=""
        example_code_gpu=0
        if [ "${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
        ;;
2529 2530
      build)
        cmake_gen ${PYTHON_ABI:-""}
2531
        build ${parallel_number}
2532
        gen_dockerfile ${PYTHON_ABI:-""}
2533
        assert_api_spec_approvals
2534
        ;;
2535 2536
      combine_avx_noavx)
        combine_avx_noavx_build
2537
        gen_dockerfile ${PYTHON_ABI:-""}
2538 2539 2540
        ;;
      combine_avx_noavx_build_and_test)
        combine_avx_noavx_build
2541
        gen_dockerfile ${PYTHON_ABI:-""}
2542 2543
        parallel_test_base
        ;;
2544
      test)
2545
        parallel_test
2546
        ;;
2547 2548 2549
      single_test)
        single_test $2
        ;;
2550 2551 2552
      bind_test)
        bind_test
        ;;
2553 2554 2555
      gen_doc_lib)
        gen_doc_lib $2
        ;;
2556
      dockerfile)
2557
        gen_dockerfile ${PYTHON_ABI:-""}
2558 2559 2560
        ;;
      fluid_inference_lib)
        cmake_gen ${PYTHON_ABI:-""}
2561
        gen_fluid_lib ${parallel_number}
2562 2563
        tar_fluid_lib
        test_fluid_lib
2564
        ;;
2565
      build_inference_lib)
2566
        python ${PADDLE_ROOT}/tools/remove_grad_op_and_kernel.py
2567 2568 2569
        cmake_gen ${PYTHON_ABI:-""}
        gen_fluid_lib ${parallel_number}
        ;;
2570 2571 2572
      check_style)
        check_style
        ;;
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2573
      cicheck)
2574 2575 2576 2577 2578 2579
        cmake_gen ${PYTHON_ABI:-""}
        build ${parallel_number}
        enable_unused_var_check
        parallel_test
        ;;
      cicheck_coverage)
2580
        check_approvals_of_unittest 1
2581
        check_diff_file_for_coverage
Z
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2582
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
2583
        enable_unused_var_check
2584
        parallel_test
L
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2585
        check_coverage
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2586 2587 2588 2589 2590 2591 2592 2593 2594
        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)
2595
        check_approvals_of_unittest 1
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2596 2597
        parallel_test
        check_coverage
2598
        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:-""}
2608
        build ${parallel_number}
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        run_brpc_test
        ;;
2611
      assert_api)
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        generate_upstream_develop_api_spec ${PYTHON_ABI:-""} ${parallel_number}
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        assert_api_spec_approvals
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        ;;
      test_inference)
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        PADDLE_ROOT="$( cd "$( dirname "${BASH_SOURCE[0]}")/../../" && pwd )"
        python ${PADDLE_ROOT}/tools/remove_grad_op_and_kernel.py
2618
        gen_fluid_lib ${parallel_number}
2619
        test_fluid_lib
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        #test_fluid_lib_train
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        #go inference test
        test_go_inference_api
2623
        check_approvals_of_unittest 3 
2624
        ;;
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      build_inference)
        PADDLE_ROOT="$( 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
        ;;
2635 2636 2637
      test_train)
        gen_fluid_lib ${parallel_number}
        test_fluid_lib_train
2638 2639 2640 2641
        ;;
      assert_api_approvals)
        assert_api_spec_approvals
        ;;
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      assert_file_approvals)
        assert_file_diff_approvals
        ;; 
2645
      maccheck)
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        cmake_gen_and_build_mac ${PYTHON_ABI:-""}
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        run_mac_test ${PYTHON_ABI:-""} ${PROC_RUN:-1}
2648
        ;;
2649
      maccheck_py35)
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        cmake_gen_and_build_mac ${PYTHON_ABI:-""}
2651
        run_mac_test ${PYTHON_ABI:-""} ${PROC_RUN:-1}
2652
        check_change_of_unittest ${PYTHON_ABI:-""}
2653
        ;;
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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}
2660
        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
        ;;
2685 2686 2687 2688 2689
      check_npu_coverage)
        cmake_gen_and_build ${PYTHON_ABI:-""} ${parallel_number}
        parallel_test
        check_coverage
        ;;
2690 2691 2692 2693
      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)
2701
        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 ${parallel_number}
        build_document_preview
        ;;
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      api_example)
2712 2713 2714 2715 2716
        example_info=$(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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        ;;
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      test_op_benchmark)
        test_op_benchmark
        ;;
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      test_model_benchmark)
        test_model_benchmark
        ;;
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      trt_convert_test)
        # only test trt convert.
        trt_convert_test
        ;;
2728 2729
      *)
        print_usage
2730
        exit 1
2731 2732
        ;;
      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
2739
      echo "paddle_build script finished as expected"
2740 2741 2742
}

main $@