TensorFlow安装

2020-03-13  本文已影响0人  xhh199090

TensorFlow在windows上只支持python3.5+

1、安装python,这里安装python3.7.0

2、安装Anaconda(和安装的python版本一致)

下载地址:https://www.anaconda.com/distribution/
安装完成后,检测anaconda环境是否安装成功:conda --version

3、安装TensorFlow

安装Tensorflow时,需要从Anaconda仓库中下载,一般默认链接的都是国外镜像地址,下载很慢,这里改用国内清华镜像,我们打开安装好的Anaconda中的 Anaconda Prompt


然后输入如下命令:

conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
conda config --set show_channel_urls yes

安装Tensorflow,在Anaconda Prompt中输入:

conda create -n tensorflow python=3.7.0


tensorflow安装成功,激活一下,紧接着输入:

conda activate tensorflow

tensorflow有两个版本,这里我们要安装的是CPU版本,那么在命令下紧接着输入:
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple tensorflow==1.14.0

至此安装完成,下面进行测试:
在Anaconda Prompt窗口中输入: python
进入python后输入:

import tensorflow as tf
sess = tf.Session()
a = tf.constant(10)
b= tf.constant(12)
sess.run(a+b)

tensorflow使用时cpu编译不支持问题解决,在代码中加入如下代码,忽略警告:

import os
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'

或者换成支持cpu用AVX2编译的Tensorflow版本(github上下载源码)

4、开发工具pycharm

下载地址:https://www.jetbrains.com/pycharm/download/#section=windows
专业版破解:
下载破解包:JetbrainsIdesCrack-4.2-release-enc.jar,放入PyCharm 2018.3.6\bin目录下
修改\bin目录下文件:pycharm.exe.vmoptions 和 pycharm64.exe.vmoptions
最后一行添加:-javaagent:D:\ProgramFiles\PyCharm 2018.3.6\bin\JetbrainsIdesCrack-4.2-release-enc.jar

启动Pycharm ,选择激活码激活,输入如下内容激活;
ThisCrackLicenseId-{
"licenseId":"11011",
"licenseeName":"WeChat",
"assigneeName":"IT--Pig",
"assigneeEmail":"1113449881@qq.com",
"licenseRestriction":"",
"checkConcurrentUse":false,
"products":[
{"code":"II","paidUpTo":"2099-12-31"},
{"code":"DM","paidUpTo":"2099-12-31"},
{"code":"AC","paidUpTo":"2099-12-31"},
{"code":"RS0","paidUpTo":"2099-12-31"},
{"code":"WS","paidUpTo":"2099-12-31"},
{"code":"DPN","paidUpTo":"2099-12-31"},
{"code":"RC","paidUpTo":"2099-12-31"},
{"code":"PS","paidUpTo":"2099-12-31"},
{"code":"DC","paidUpTo":"2099-12-31"},
{"code":"RM","paidUpTo":"2099-12-31"},
{"code":"CL","paidUpTo":"2099-12-31"},
{"code":"PC","paidUpTo":"2099-12-31"}
],
"hash":"2911276/0",
"gracePeriodDays":7,
"autoProlongated":false}
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