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Script to install on a python virtualenv for development (#9685)
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#!/usr/bin/env bash | ||
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# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you 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. | ||
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###################################################################### | ||
# This script installs MXNet for Python in a virtualenv on OSX and ubuntu | ||
###################################################################### | ||
set -e | ||
#set -x | ||
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BUILDIR=build | ||
VENV=mxnet_py3 | ||
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setup_virtualenv() { | ||
if [ ! -d $VENV ];then | ||
virtualenv -p `which python3` $VENV | ||
fi | ||
source $VENV/bin/activate | ||
} | ||
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gpu_count() { | ||
nvidia-smi -L | wc -l | ||
} | ||
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detect_platform() { | ||
unameOut="$(uname -s)" | ||
case "${unameOut}" in | ||
Linux*) | ||
distro=$(awk -F= '/^NAME/{gsub(/"/, "", $2); print $2}' /etc/os-release) | ||
machine="Linux/$distro" | ||
;; | ||
Darwin*) machine=Mac;; | ||
CYGWIN*) machine=Cygwin;; | ||
MINGW*) machine=MinGw;; | ||
*) machine="UNKNOWN:${unameOut}" | ||
esac | ||
echo ${machine} | ||
} | ||
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if [ $(gpu_count) -ge 1 ];then | ||
USE_CUDA=ON | ||
else | ||
USE_CUDA=OFF | ||
fi | ||
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PLATFORM=$(detect_platform) | ||
echo "Detected platform '$PLATFORM'" | ||
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if [ $PLATFORM = "Mac" ];then | ||
USE_OPENMP=OFF | ||
else | ||
USE_OPENMP=ON | ||
fi | ||
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if [ $PLATFORM = "Linux/Ubuntu" ];then | ||
install_dependencies_ubuntu() { | ||
sudo apt-get update | ||
sudo apt-get install -y build-essential libatlas-base-dev libopencv-dev graphviz virtualenv cmake\ | ||
ninja-build libopenblas-dev liblapack-dev python3 python3-dev | ||
} | ||
echo "Installing build dependencies in Ubuntu!" | ||
install_dependencies_ubuntu | ||
fi | ||
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echo "Preparing a Python virtualenv in ${VENV}" | ||
setup_virtualenv | ||
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echo "Building MXNet core. This can take a few minutes..." | ||
build_mxnet() { | ||
pushd . | ||
set -x | ||
mkdir -p $BUILDIR && cd $BUILDIR | ||
cmake -DUSE_CUDA=$USE_CUDA -DUSE_OPENCV=ON -DUSE_OPENMP=$USE_OPENMP -DUSE_SIGNAL_HANDLER=ON -DCMAKE_BUILD_TYPE=Release -GNinja .. | ||
ninja | ||
set +x | ||
popd | ||
} | ||
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build_mxnet | ||
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echo "Installing mxnet under virtualenv ${VENV}" | ||
install_mxnet() { | ||
pushd . | ||
cd python | ||
pip3 install -e . | ||
pip3 install opencv-python matplotlib graphviz jupyter ipython | ||
popd | ||
} | ||
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install_mxnet | ||
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echo " | ||
======================================================================================== | ||
Done! MXNet for Python installation is complete. Go ahead and explore MXNet with Python. | ||
======================================================================================== | ||
Use the following command to enter the virtualenv: | ||
$ source ${VENV}/bin/activate | ||
$ iptyhon | ||
You can then start using mxnet | ||
import mxnet as mx | ||
x = mx.nd.ones((5,5)) | ||
" |