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How to Install TensorFlow Lite: Difference between revisions

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<seo title="TensorFlow Lite | Open source deep learning framework | RidgeRun Developer" titlemode="replace" keywords="GStreamer, Linux SDK, Linux BSP,  Embedded Linux, Device Drivers, Nvidia, Xilinx, TI, NXP, Freescale, Embedded Linux driver development, Linux Software development, Embedded Linux SDK, Embedded Linux Application development, GStreamer Multimedia Framework, TensorFlow Lite, Tensorflow, NVIDIA TensorFlow Lite"  description="This wiki explains about how to configure,build and benchmarking a TensorFlow Lite model."></seo>
{{#seo:
|title=How to Install TensorFlow Lite
|title_mode=replace
|description={{{description|This wiki explains about how to configure,build and benchmarking a TensorFlow Lite model.}}}
}}
 
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== Building TensorFlow Lite from Source ==  
== Building TensorFlow Lite from Source ==  
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=== TensorFlow Lite dependencies ===
=== TensorFlow Lite dependencies ===


<syntaxhighlight lang=bash>
<syntaxhighlight lang="bash">
sudo apt install git wget unzip python3 curl build-essential zlib1g-dev python3-numpy python3-six
sudo apt install git wget unzip python3 curl build-essential zlib1g-dev python3-numpy python3-six


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=== Configuration Variables ===
=== Configuration Variables ===


<syntaxhighlight lang=bash>
<syntaxhighlight lang="bash">
TF_VERSION=v2.0.1
TF_VERSION=v2.0.1
</syntaxhighlight>
</syntaxhighlight>
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=== TensorFlow Lite Build Steps ===
=== TensorFlow Lite Build Steps ===


<syntaxhighlight lang=bash>
<syntaxhighlight lang="bash">
git clone https://github.com/tensorflow/tensorflow.git
git clone https://github.com/tensorflow/tensorflow.git
cd tensorflow
cd tensorflow
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Make sure you've run the previous steps already.
Make sure you've run the previous steps already.


<syntaxhighlight lang=bash>
<syntaxhighlight lang="bash">
# Configure tensorflow (if you havent already)- I usually accept all defaults
# Configure tensorflow (if you havent already)- I usually accept all defaults
./configure
./configure
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</syntaxhighlight>
</syntaxhighlight>


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[[Category:Jetson]][[Category:NVIDIA Xavier]][[Category:JetsonNano]][[Category:JetsonTX2]][[Category:JetsonXavierNX]][[Category:NVIDIA Jetson Orin]]
[[Category:Jetson]][[Category:NVIDIA Xavier]][[Category:JetsonNano]][[Category:JetsonTX2]][[Category:JetsonXavierNX]][[Category:NVIDIA Jetson Orin]]
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