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openvino/model-optimizer/install_prerequisites/install_prerequisites.sh

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#!/bin/bash
# Copyright (C) 2018-2021 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
error() {
local code="${3:-1}"
if [[ -n "$2" ]];then
echo "Error on or near line $1: $2; exiting with status ${code}"
else
echo "Error on or near line $1; exiting with status ${code}"
fi
exit "${code}"
}
trap 'error ${LINENO}' ERR
V_ENV=0
for ((i=1;i <= $#;i++)) {
case "${!i}" in
caffe|tf|tf2|mxnet|kaldi|onnx)
postfix="_$1"
;;
"venv")
V_ENV=1
;;
*)
if [[ "$1" != "" ]]; then
echo "\"${!i}\" is unsupported parameter"
echo $"Usage: $0 {caffe|tf|tf2|mxnet|kaldi|onnx} {venv}"
exit 1
fi
;;
esac
}
SCRIPTDIR="$( cd "$( dirname "${BASH_SOURCE[0]-$0}" )" && pwd )"
if [[ -f /etc/centos-release ]]; then
DISTRO="centos"
elif [[ -f /etc/lsb-release ]]; then
DISTRO="ubuntu"
fi
if [[ $DISTRO == "centos" ]]; then
if command -v python3.8 >/dev/null 2>&1; then
python_binary=python3.8
elif command -v python3.7 >/dev/null 2>&1; then
python_binary=python3.7
elif command -v python3.6 >/dev/null 2>&1; then
python_binary=python3.6
elif command -v python3.5 >/dev/null 2>&1; then
python_binary=python3.5
fi
if [ -z "$python_binary" ]; then
sudo -E yum install -y https://centos7.iuscommunity.org/ius-release.rpm
sudo -E yum install -y python36u python36u-pip
sudo -E pip3.6 install virtualenv
python_binary=python3.6
fi
# latest pip is needed to install tensorflow
sudo -E "$python_binary" -m pip install --upgrade pip
elif [[ $DISTRO == "ubuntu" ]]; then
sudo -E apt update
sudo -E apt -y --no-install-recommends install python3-pip python3-venv
python_binary=python3
sudo -E "$python_binary" -m pip install --upgrade pip
elif [[ "$OSTYPE" == "darwin"* ]]; then
python_binary=python3
python3 -m pip install --upgrade pip
fi
install_latest_ov() {
if $2; then
sudo -E "$1" -m pip install openvino
else
"$1" -m pip install openvino
fi
}
install_ov() {
if $2; then
sudo -E "$1" -m pip install openvino=="$3"
else
"$1" -m pip install openvino=="$3"
fi
}
uninstall_ov() {
if $2; then
sudo -E "$1" -m pip uninstall -y openvino
else
"$1" -m pip uninstall -y openvino
fi
}
check_ie() {
$1 "$SCRIPTDIR/../mo/utils/find_ie_version.py"
}
check_ov_package() {
if $2; then
sudo -E "$1" -m pip show openvino
else
"$1" -m pip show openvino
fi
}
print_warning() {
YELLOW='\033[1;33m'
NC='\033[0m'
printf "${YELLOW}[ WARNING ] %s ${NC}\n" "$1"
}
find_ie_bindings() {
python_executable="$1"
requires_sudo="$2"
mo_release_version="$("$python_executable" "$SCRIPTDIR"/../mo/utils/extract_release_version.py)"
if [[ $mo_release_version == "None.None" ]]; then
mo_is_custom=true
else
mo_is_custom=false
fi
if ! check_ie "$python_executable"; then
# Check if OpenVINO version was installed using pip
if check_ov_package "$python_executable" "$requires_sudo"; then
if $mo_is_custom; then
print_warning "OpenVINO (TM) Toolkit version installed in pip is incompatible with the Model Optimizer."
print_warning "For the custom Model Optimizer version consider building Inference Engine Python API from sources (preferable) or install the highest OpenVINO (TM) toolkit version using \"pip install openvino\""
else
print_warning "OpenVINO (TM) Toolkit version installed in pip is incompatible with the Model Optimizer."
print_warning "For the release version of the Model Optimizer, which is $mo_release_version, install the OpenVINO (TM) toolkit using \"pip install openvino==$mo_release_version\" or build the Inference Engine Python API from sources."
fi
return 0
fi
print_warning "Could not find the Inference Engine Python API. Installing OpenVINO (TM) toolkit using pip."
if $mo_is_custom; then
print_warning "Detected a custom Model Optimizer version."
print_warning "The desired version of the Inference Engine can be installed only for the release Model Optimizer version."
print_warning "The highest OpenVINO (TM) toolkit version will be installed, which might be incompatible with the current Model Optimizer version."
print_warning "It is recommended to build the Inference Engine from sources even if the current installation is successful."
elif install_ov "$python_executable" "$requires_sudo" "$mo_release_version"; then
if check_ie "$python_executable"; then
return 0
fi
print_warning "The installed OpenVINO (TM) toolkit version $mo_release_version does not work as expected. Uninstalling..."
uninstall_ov "$python_executable" "$requires_sudo"
print_warning "Consider building the Inference Engine Python API from sources."
return 0
else
print_warning "Could not find the OpenVINO (TM) toolkit version $mo_release_version in pip."
print_warning "The highest OpenVINO (TM) toolkit version will be installed, which might be incompatible with the current Model Optimizer version."
print_warning "It is recommended to build the Inference Engine from sources even if the current installation is successful."
fi
# Install the highest OpenVINO pip version
if install_latest_ov "$python_executable" "$requires_sudo"; then
if check_ie "$python_executable"; then
return 0
else
print_warning "The installed highest OpenVINO (TM) toolkit version doesn't work as expected. Uninstalling..."
uninstall_ov "$python_executable" "$requires_sudo"
print_warning "Consider building the Inference Engine Python API from sources."
return 0
fi
else
print_warning "Could not find OpenVINO (TM) toolkit version available in pip for installation."
print_warning "Consider building the Inference Engine Python API from sources."
return 0
fi
fi
return 0
}
if [[ $V_ENV -eq 1 ]]; then
"$python_binary" -m venv "$SCRIPTDIR/../venv${postfix}"
source "$SCRIPTDIR/../venv${postfix}/bin/activate"
venv_python_binary="$SCRIPTDIR/../venv${postfix}/bin/$python_binary"
$venv_python_binary -m pip install -r "$SCRIPTDIR/../requirements${postfix}.txt"
find_ie_bindings "$venv_python_binary" false
echo
echo "Before running the Model Optimizer, please activate virtualenv environment by running \"source ${SCRIPTDIR}/../venv${postfix}/bin/activate\""
else
if [[ "$OSTYPE" == "darwin"* ]]; then
python3 -m pip install -r "$SCRIPTDIR/../requirements${postfix}.txt"
find_ie_bindings python3 false
else
sudo -E $python_binary -m pip install -r "$SCRIPTDIR/../requirements${postfix}.txt"
find_ie_bindings $python_binary true
fi
echo "[WARNING] All Model Optimizer dependencies are installed globally."
echo "[WARNING] If you want to keep Model Optimizer in separate sandbox"
echo "[WARNING] run install_prerequisites.sh \"{caffe|tf|tf2|mxnet|kaldi|onnx}\" venv"
fi