BPI-M2 Berry : TensorFlow 2.1.0 설치 (Python 3.7)

출처

• 대소니 :: Tensorflow version 확인

pip3 설치

$ sudo apt update
$ sudo apt install gfortran libopenblas-dev liblapack-dev libhdf5-dev
$ pip3 --version
pip 20.0.2 from /usr/local/lib/python3.7/site-packages/pip (python 3.7)

파이썬 라이브러리 설치

$ sudo pip3 install setuptools wheel
$ sudo pip3 install h5py

swap 사이즈 설정

현재 swap 사이즈 확인

$ free -h                      
              total        used        free      shared  buff/cache   available
Mem:           998M        182M        483M         13M        332M        772M
Swap:          499M         63M        435M
$ sudo swapon -s
Filename                                Type            Size    Used    Priority
/dev/zram1                              partition       511416  65024   5
$ sudo swapoff /dev/zram1
$ sudo zramctl --reset /dev/zram1
$ sudo zramctl --find --size 2048M
/dev/zram1
$ sudo mkswap /dev/zram1
Setting up swapspace version 1, size = 2 GiB (2147479552 bytes)
no label, UUID=ce87d072-ac8e-4bd1-ba05-d362b51b6fa1
$ sudo swapon /dev/zram1
$ free -h
              total        used        free      shared  buff/cache   available
Mem:           998M        221M        432M         16M        345M        730M
Swap:          2.0G          0B        2.0G

TensorFlow 2.1.0 패키지 설치

TensorFlow 2.1.0 패키지 다운로드

$ wget http://1.229.109.140:3562/tensorflow/tensorflow-2.1.0/tensorflow-2.1.0-cp37-none-linux_armv7l.whl

tensorflow 2.1.0 파이썬 페키지 설치

$ export TMPDIR=/var/tmp
$ pip3 install tensorflow-2.1.0-cp37-none-linux_armv7l.whl
 
 ... 생략 ...
 
Installing collected packages: keras-preprocessing, gast, pyasn1, rsa, cachetools, pyasn1-modules, google-auth, markdown, oauthlib, certifi, chardet, idna, urllib3, requests, requests-oauthlib, google-auth-oauthlib, protobuf, absl-py, werkzeug, grpcio, tensorboard, keras-applications, tensorflow-estimator, google-pasta, wrapt, astor, scipy, opt-einsum, termcolor, tensorflow
Successfully installed absl-py-0.9.0 astor-0.8.1 cachetools-4.0.0 certifi-2019.11.28 chardet-3.0.4 gast-0.2.2 google-auth-1.13.1 google-auth-oauthlib-0.4.1 google-pasta-0.2.0 grpcio-1.28.1 idna-2.9 keras-applications-1.0.8 keras-preprocessing-1.1.0 markdown-3.2.1 oauthlib-3.1.0 opt-einsum-3.2.0 protobuf-3.11.3 pyasn1-0.4.8 pyasn1-modules-0.2.8 requests-2.23.0 requests-oauthlib-1.3.0 rsa-4.0 scipy-1.4.1 tensorboard-2.1.1 tensorflow-2.1.0 tensorflow-estimator-2.1.0 termcolor-1.1.0 urllib3-1.25.8 werkzeug-1.0.1 wrapt-1.12.1

버전 확인

$ python3
Python 3.7.7 (default, Apr  4 2020, 15:46:29) 
[GCC 7.5.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
>>> tf.__version__
'2.1.0'