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TensorFlow for Jetson

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TensorFlow for Jetson

Our official release of TensorFlow for Jetson TX2!

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 setuptools49.6.0
sudo pip3 install -U numpy
1.16.1 future0.18.2 mock3.0.5 h5py2.10.0 keras_preprocessing1.1.1 keras_applications1.0.8 gast0.2.2 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 numpy1.16.1 future0.17.1 mock3.0.5 h5py2.9.0 keras_preprocessing1.0.5 keras_applications1.0.8 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 3.5+JetPack3.3

sudo pip3 install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v33 tensorflow-gpu==1.14.0+nv19.7
Python 2.7+JetPack3.3

sudo pip install --pre --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v33 tensorflow-gpu==1.14.0+nv19.7
If you meet error when installing h5py, please run this command to solve the dependency:

sudo apt-get install libhdf5-serial-dev hdf5-tools
DL frameworks - Deep Learning frameworks | NVIDIA Developer 41
Download - Jetson Download Center | NVIDIA Developer 60
document - https://docs.nvidia.com/deeplearning/dgx/install-tf-jetsontx2/index.html 63

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