stnoah1/automodeling

AutoModel

• 설

개발 환경

Python 3.5.2

AWS EC2 접속

• 자신이 접속하고 있는 IP가 EC2 Inbound Rule에 등록되어있어야 함

ssh -i "projects/hwang/key/automodel.pem" ubuntu@ec2-13-124-123-141.ap-northeast-2.compute.amazonaws.com

환경 세팅 (Ubuntu)

• 기본으로 python3 사용하기 (bash_aliases에 등록)

#bash_aliases 수정
$ sudo vim ~/.bash_aliases
## alias python=/usr/bin/python3 입력 후 wq로 Save&Exit
## alias pip=pip3

#수정된 bash_aliases 적용
$ source ~/.bash_aliases

#잘 바뀌었는지 확인
$ python --version

• pip install

cd ~/projects/automodeling
pip3 install setuptools pip --upgrade
pip3 --no-cache-dir install -r dev-requirements.txt

• Lasagne re-install (Bleeding-edge version) (https://lasagne.readthedocs.io/en/latest/user/installation.html#bleeding-edge-version)

pip3 --no-cache-dir install --upgrade https://github.com/Theano/Theano/archive/master.zip
pip3 --no-cache-dir install --upgrade https://github.com/Lasagne/Lasagne/archive/master.zip

• Octave re-install

sudo add-apt-repository ppa:octave/stable
sudo apt-get update
sudo apt-get install octave
sudo apt-get install liboctave-dev

• Octave EXCUTABLE 세팅

#콘솔에서 octave-cli 실행 후
pkg install -forge image
pkg load image

• DB Migrate

python manage.py migrate --settings=automodeling.settings_production

• Run Server

python manage.py runserver --settings=automodeling.settings_production

Theano 설정

~/.theanorc

[global]
floatX = float32
device = cpu
##Optimizer=None은 절대 하면 안 됨

Octave 설정

Django 설정

Lasagne 설정