# TensorFlow-GPU Jetson AGX Orin

**URL:** <https://forums.developer.nvidia.com/t/tensorflow-gpu-jetson-agx-orin/254728>\
**Category:** Jetson AGX Orin\
**Tags:** tensorflow\
**Created:** [May 28, 2023, 8:20pm UTC](https://forums.developer.nvidia.com/t/tensorflow-gpu-jetson-agx-orin/254728 "2023-05-28T20:20:08Z")\
**Posts on this page:** 5\
**Page:** 1

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**Author:** ![axnet](https://developer.download.nvidia.com/images/forums/profile-default-devtalk-84.png) [@axnet](https://forums.developer.nvidia.com/u/axnet)\
**Post date:** [May 28, 2023, 8:20pm UTC](https://forums.developer.nvidia.com/t/tensorflow-gpu-jetson-agx-orin/254728/1 "2023-05-28T20:20:08Z")

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I’m working with Jetson AGX Orin with CUDA 11.4 and JetPack 5.1. I’m trying to follow [Installing TensorFlow for Jetson Platform - NVIDIA Docs](https://docs.nvidia.com/deeplearning/frameworks/install-tf-jetson-platform/index.html) to install tensorflow-gpu 2.12 version but it shows the below error  
“ERROR: No matching distribution found for tensorflow==2.12.0+nv23.04”.

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<div class="post-metadata">

**Author:** ![AastaLLL](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/aastalll/32/14043_2.png) [@AastaLLL](https://forums.developer.nvidia.com/u/AastaLLL)\
**Post date:** [May 29, 2023, 3:36am UTC](https://forums.developer.nvidia.com/t/tensorflow-gpu-jetson-agx-orin/254728/3 "2023-05-29T03:36:24Z")

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Hi,

Sorry that the v2.12.0+nv23.04 package is missing on the download page.  
We are checking this with our internal team.

For now, please try it with version 2.11.0+nv23.03 instead.

```auto
$ sudo pip3 install --extra-index-url https://developer.download.nvidia.com/compute/redist/jp/v51 tensorflow==2.11.0+nv23.03

```

Thanks.

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<div class="post-metadata">

**Author:** ![axnet](https://developer.download.nvidia.com/images/forums/profile-default-devtalk-84.png) [@axnet](https://forums.developer.nvidia.com/u/axnet)\
**Post date:** [June 4, 2023, 8:35am UTC](https://forums.developer.nvidia.com/t/tensorflow-gpu-jetson-agx-orin/254728/5 "2023-06-04T08:35:58Z")

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Thank you. It worked. But is there a way to check if the code uses the TF-CPU or TF-GPU? I have checked that its installed for the GPU but then FPS for videos using TF is very slow using the device.

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<div class="post-metadata">

**Author:** ![AastaLLL](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/aastalll/32/14043_2.png) [@AastaLLL](https://forums.developer.nvidia.com/u/AastaLLL)\
**Post date:** [June 5, 2023, 4:24am UTC](https://forums.developer.nvidia.com/t/tensorflow-gpu-jetson-agx-orin/254728/6 "2023-06-05T04:24:19Z")

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Hi,

You can get the information from device placement.

> **[Use a GPU  |  TensorFlow Core](https://www.tensorflow.org/guide/gpu)**

Or you can monitor the GPU utilization with _tegrastats_ directly:

```auto
$ sudo tegrastats

```

Thanks.

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<div class="post-metadata">

**Author:** ![system](https://sea2.discourse-cdn.com/nvidia/user_avatar/forums.developer.nvidia.com/system/32/68080_2.png) [@system](https://forums.developer.nvidia.com/u/system)\
**Post date:** [June 27, 2023, 5:29am UTC](https://forums.developer.nvidia.com/t/tensorflow-gpu-jetson-agx-orin/254728/8 "2023-06-27T05:29:00Z")

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Closed on June 27, 2023, 5:29am UTC

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