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Install tensorflow2.1 and pytorch1.4 on Jetson nano
2022-07-28 18:00:00 【Handsome shiny】
Based on the latest JetPack 4.3 Mirror image .
Please refer to the boot configuration Blog
First step : in pip Source
1. Root creation .pip file :mkdir ~/.pip
2. create a file pip.conf:vim .pip/pip.conf
3. Click on “i” key , Enter edit mode , Copy information :
sudo mkdir ~/.pip
cd ~/.pip
sudo touch pip.conf
sudo nano ~/.pip/pip.conf
# Write the following configurations
[global]
index-url = http://pypi.douban.com/simple
[install]
trusted-host=pypi.douban.com
The second step : Installation dependent
sudo apt-get install libhdf5-serial-dev hdf5-tools libhdf5-dev zlib1g-dev zip libjpeg8-dev
sudo apt-get install python3-pip
sudo pip3 install -U pip
sudo pip3 install -U numpy grpcio absl-py py-cpuinfo psutil portpicker six mock requests gast h5py astor termcolor protobuf keras-applications keras-preprocessing wrapt google-pasta
The third step : install tensorflow2.1:
$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v43 tensorflow==2.1.0+nv20.3
Among them, installation 2.1 Version will appear scipy 1.4.1 There is a problem with the compilation, which makes it impossible to install ,
But this scipy1.4.1 I've compiled .
link :https://pan.baidu.com/s/1VdsNq-ETnIlN5mG8rJXDKw
Extraction code :6cnb
It is recommended to install first scipy 1.4.1 Then install tensorflow2.1 So that we don't make a mistake
Step four : Install one by the way keras:
sudo pip3 install keras
Step five : install pytorch1.4:
wget https://nvidia.box.com/shared/static/ncgzus5o23uck9i5oth2n8n06k340l6k.whl -O torch-1.4.0-cp36-cp36m-linux_aarch64.whl
sudo apt-get install python3-pip libopenblas-base
sudo pip3 install Cython
sudo pip3 install numpy torch-1.4.0-cp36-cp36m-linux_aarch64.whl
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