教你如何在Ubuntu 18.04 下安裝 Tensorflow(CPU)

最近我開始學習深度學習框架Tensorflow，一開始在Windows平臺下的anaconda下安裝，因爲anaconda安裝幾回後navigator打開總是出現閃退的問題，因此決定換個Ubuntu下繼續折騰tensorflow。本人筆記本沒有NVIDIA顯卡，只裝的CPU版本的。並且是在虛擬機下的，下面開始吧。

先安裝好Ubuntu 18.04版本的系統（最好是Ubuntu的14.04版本以上），Ubuntu系統已經有了了Python 3.7.7.7，因此不須要再安裝Python了。

1、首先更新源爲阿里雲軟件源，增長下載速度

（1）備份當前也就是默認官方的源列表

sudo cp /etc/apt/sources.list /etc/apt/sources.list.backup

（2）刪除sources.list文件中的列表，刪除所有內容

sudo gedit /etc/apt/sources.list1

（3）替換內容後，保存

deb http://mirrors.aliyun.com/ubuntu/ bionic main restricted universe multiverse
deb-src http://mirrors.aliyun.com/ubuntu/ bionic main restricted universe multiverse
deb http://mirrors.aliyun.com/ubuntu/ bionic-security main restricted universe multiverse
deb-src http://mirrors.aliyun.com/ubuntu/ bionic-security main restricted universe multiverse
deb http://mirrors.aliyun.com/ubuntu/ bionic-updates main restricted universe multiverse
deb-src http://mirrors.aliyun.com/ubuntu/ bionic-updates main restricted universe multiverse
deb http://mirrors.aliyun.com/ubuntu/ bionic-backports main restricted universe multiverse
deb-src http://mirrors.aliyun.com/ubuntu/ bionic-backports main restricted universe multiverse
deb http://mirrors.aliyun.com/ubuntu/ bionic-proposed main restricted universe multiverse
deb-src http://mirrors.aliyun.com/ubuntu/ bionic-proposed main restricted universe multiverse

（4）更新源列表

sudo apt-get update

參考：https://www.linuxidc.com/Linux/2019-04/158157.htm

2、安裝Tensorflow（Python3.6.7/CPU）

（1）安裝Python3的包管理pip

sudo apt-get install python3-pip python3-dev

（2）安裝tensorflow

（自動安裝相關庫numpy、tensorboard、six、protobuf、html5lib、bleach、werkzeug、markdown）

linuxidc@linuxidc:~/linuxidc.com$ sudo pip3 install tensorflow

（3）測試tensorflow

linuxidc@linuxidc:~/linuxidc.com$ python3
Python 3.6.7 (default, Oct 22 2018, 11:32:17)
[GCC 8.2.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import tensorflow as tf
>>> a = tf.constant(1)
>>> b = tf.constant(2)
>>> op = a + b
>>> sess = tf.Session()
2019-06-02 06:35:29.407386: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
2019-06-02 06:35:29.427402: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 1799995000 Hz
2019-06-02 06:35:29.427627: I tensorflow/compiler/xla/service/service.cc:150] XLA service 0x24f1710 executing computations on platform Host. Devices:
2019-06-02 06:35:29.427675: I tensorflow/compiler/xla/service/service.cc:158] StreamExecutor device (0): <undefined>, <undefined>
>>> sess.run(op)
3
>>> sess.close()
>>>

 

本文地址：https://www.linuxprobe.com/ubuntu-18-tensorflowcpu.html