常见问题

Jetson设备Tensorflow的安装

2021-09-29 17:49:55 admin 14

Python 3.6+JetPack4.5

sudo apt-get install libhdf5-serial-dev hdf5-tools libhdf5-dev zlib1g-dev zip libjpeg8-dev liblapack-dev libblas-dev gfortran
sudo apt-get install python3-pip
sudo pip3 install -U pip testresources setuptools==49.6.0sudo pip3 install -U numpy==1.16.1 future==0.18.2 mock==3.0.5 h5py==2.10.0 keras_preprocessing==1.1.1 keras_applications==1.0.8 gast==0.2.2 futures protobuf pybind11# TF-2.x$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v45 tensorflow# TF-1.15$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v45 ‘tensorflow<2’

Python 3.6+JetPack4.4

sudo apt-get install libhdf5-serial-dev hdf5-tools libhdf5-dev zlib1g-dev zip libjpeg8-dev liblapack-dev libblas-dev gfortran
sudo apt-get install python3-pip
sudo pip3 install -U pip
sudo pip3 install -U pip testresources setuptools numpy==1.16.1 future==0.17.1 mock==3.0.5 h5py==2.9.0 keras_preprocessing==1.0.5 keras_applications==1.0.8 gast==0.2.2 futures protobuf pybind11# TF-2.x$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v44 tensorflow==2.3.1+nv20.12# TF-1.15$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v44 ‘tensorflow<2’

Python 3.6+JetPack4.3

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# TF-2.x$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v43 tensorflow==2.1.0+nv20.3# TF-1.15$ sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v43 tensorflow==1.15.2+nv20.3

Python 3.6+JetPack4.2.1

sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v42 tensorflow-gpu==1.14.0+nv19.10

Python 3.6+JetPack4.2

sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v42 tensorflow-gpu

Python 3.6+JetPack4.1.1

pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v411 tensorflow-gpu==1.13.0rc0+nv19.2 --user

Python 2.7+JetPack4.1.1

pip install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v411 tensorflow-gpu==1.13.0rc0+nv19.2 --user

如果安装h5py时遇到错误,请运行以下命令解决依赖:

sudo apt-get install libhdf5-serial-dev hdf5-tools

深度学习框架 - https://developer.nvidia.com/deep-learning-frameworks 34
下载 - https://developer.nvidia.com/embedded/downloads#?search=tensorflow 29
安装指南 - https://docs.nvidia.com/deeplearning/dgx/install-tf-xavier/index.html 82
发行说明 - https://docs.nvidia.com/deeplearning/dgx/install-tf-xavier-release-notes/index.html


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