Python 3.7 installing CPU only tensorflow

Zhitian 2020-11-13 11:20:51
python installing cpu tensorflow


Officials only support 3.4 - 3.6, however … We can also operate to make 3.7 Can also Run…

Mac Subject to ,brew install python, The latest version of... Is installed by default Python 3.7( After all, there is no way to specify the installation 3.6 Yeah. , Is it difficult to compile manually …Emmm…)

The official current Stable The stable version is r1.12, From the official API I can see
TensorFlow API edition
Okay, the point is ! Official installation method :

# We can ignore this method , signify virtualenv In fact, we don't need to install this product 
# well , We skip ...( This passage is for the purpose of counting lines )
pip3 install -U virtualenv
virtualenv --system-site-packages -p python3 ./venv
source ./venv/bin/activate
pip install --upgrade pip
deactivate

therefore , We found it impossible to directly pip3 install tensorflow, After all, the authorities said they didn't support Python 3.7, It will tell you :

Could not find a version that satisfies the requirement tensorflow (from versions: )
No matching distribution found for tensorflow

Another way :

pip3 install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.12.0-py3-none-any.whl

What's a little uncomfortable is googleapis.com This domain name is almost inaccessible , If you can configure Proxifier You can add pip3 To the list of agents , And then directly execute the command above

If not, you can try hosts Dafa :
Linux/Mac:/etc/hosts, Remember sudo edit
Windows:C:\Windows\System32\drivers\etc\hosts, After editing Notepad, you can save it to the desktop and drag it in to overlay it

216.58.203.48 storage.googleapis.com

If the one above IP So bad , Try the others below ( all IP Are all Google HK IP And passed traceroute test , But the situation is different in different regions )

216.58.197.112
216.58.199.112
216.58.203.48
216.58.220.208
216.58.221.240
172.217.24.208
172.217.31.240
172.217.163.240

hosts File modification remember to close all command windows, re open to make it effective (IDE It's better to quit and reopen )


If it's still hard to make … Let's download it online : Online disk download

After downloading , Execute at the location of the file :

pip3 install ./tensorflow-1.12.0-py3-none-any.whl

But what? , I found a problem in running the example , stay IDEA Inside 1.12.0 This version has this problem :
1.12.0 A little problem
although IDE It's a warning to us , But it still works …

Otherwise, why would I put a 1.13.0 rc0 edition … This version can solve that warning problem !

You can download and directly run the following command to override the installation :

pip3 install ./tensorflow-1.13.0rc0-py3-none-any.whl

Then it can be used normally !

Finally, a global setting pip Alicloud image and trust image command :

pip3 config set global.index-url http://mirrors.aliyun.com/pypi/simple
pip3 config set global.trusted-host mirrors.aliyun.com
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