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https://github.com/qengineering/pytorch-raspberry-pi-64-os

PyTorch installation wheels for Raspberry Pi 64 OS
https://github.com/qengineering/pytorch-raspberry-pi-64-os
aarch64 armv8 libtorch python-wheel python3 pytorch pytorch-installation raspberry-pi raspberry-pi-4 raspberry-pi-64-os raspberry-pi-ubuntu1804 raspberry-pi-ubuntu2004 torchvision wheel
Last synced: about 11 hours ago
JSON representation
PyTorch installation wheels for Raspberry Pi 64 OS
Host: GitHub
URL: https://github.com/qengineering/pytorch-raspberry-pi-64-os
Owner: Qengineering
Created: 2021-02-26T12:57:25.000Z (over 3 years ago)
Default Branch: main
Last Pushed: 2024-02-24T06:56:51.000Z (7 months ago)
Last Synced: 2024-09-24T02:32:02.462Z (1 day ago)
Topics: aarch64, armv8, libtorch, python-wheel, python3, pytorch, pytorch-installation, raspberry-pi, raspberry-pi-4, raspberry-pi-64-os, raspberry-pi-ubuntu1804, raspberry-pi-ubuntu2004, torchvision, wheel
Homepage:
Size: 58.6 KB
Stars: 100
Watchers: 4
Forks: 8
Open Issues: 6
Metadata Files:
- Readme: README.md
Awesome Lists containing this project

README

        # PyTorch wheels for Raspberry Pi 4 

![output image]( https://qengineering.eu/images/PyTorch_icon.webp )



Find your operating system and Pytorch version in the table below. Follow the instructions in the provided guide.


There is no Raspberry Pi 32-bit wheel available due to unsupported libraries.


The Jetson Nano wheels support **CUDA 10.2**, **cuDNN 8.0** and **NEON**. They can also be used on the (AGX) Xavier.


-----------------

### Bookworm.

If you have a Bookworm OS on your Rpi4 or Rpi5, you can use the wheel provided by PyTorch.


The wheels here do not support Bookworm with its Python version 3.11.


Please see our site: [install pytorch on raspberry pi 5](https://qengineering.eu/install%20pytorch%20on%20raspberry%20pi%205.html).

-----------------

**Wheel**: the installation wheel torch-_version_-cp**xx**-cp**xx**-linux_aarch64.whl (xx is the used python version)


**Vision**: the accompanying torchvision.


**LibTorch**: the C++ API for those who like to program. (The aarch64 version of libtorch-cxx11-abi-shared-with-deps-1.10.1+cpu.zip)


**Guide**: link to the installation tutorial.


## Roadmap.

| Operating system  | PyTorch 2.0.0 | PyTorch 1.13.0 | PyTorch 1.12.0 | PyTorch 1.11.0 | PyTorch 1.10.0 |  PyTorch 1.9.0 |  PyTorch 1.8.0 |  PyTorch 1.7.0 |

| ----------------- | :------: | :-----: | :------: | :------: | :------: | :------: | :------: | :------: |

| Raspberry Pi **64-bit Bullseye**
(Python 3.9) | [Wheel](https://drive.google.com/file/d/1mPlhwM47Ub3SwQyufgFj3JJ9oB_wrU5D/view?usp=sharing)
[Vision](https://drive.google.com/file/d/14AJEjzi3upgguI2RdBDEGj0jzc7ItvUC/view?usp=drive_link)
[LibTorch](https://drive.google.com/file/d/1N67Pqb0I1e-k86BQIUr1gSKPqfnpaKu3/view?usp=drive_link)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html) | [Wheel](https://drive.google.com/file/d/1uLkZzUdx3LiJC-Sy_ofTACfHgFprumSg/view?usp=share_link)
[Vision](https://drive.google.com/file/d/1AhbkLqKd8EZO2pZV_g9aFZGHZo2Ubc3O/view?usp=share_link)
[LibTorch](https://drive.google.com/file/d/10HvaVNJ4fVBNuGeI3GNFz6e-xiGK9v5P/view?usp=share_link)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html) | [Wheel](https://drive.google.com/file/d/1A2Lc-7y3-ATauRa4FntiYGH90b1GjAzx/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1VBegXwqS-A4MVNlHt8Y_0cu697NrAtf7/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/10VFc7XMi9Dx9beZoAoi2lFVZe6a8KMAs/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html)  | [Wheel](https://drive.google.com/file/d/1ilCdwQX7bq72OW2WF26Og90OpqFX5g_-/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1oDsJEHoVNEXe53S9f1zEzx9UZCFWbExh/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1-kTx72-6eePrXVjFtJN-3ntu1DCI8FuD/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html) | [Wheel](https://drive.google.com/file/d/10zJmU1f7PoxN8ARZol4mtbwok4G23XKZ/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1nX4uSoubwq8NB9k-2DF6LbPyiqwocgEW/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1z58SN6Inh3ka_jFs97LefBuvfGq9o1to/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html) | [Wheel](https://drive.google.com/file/d/1p9Sp5YmCJwIkmQIWkpuIkE4NgeYPOr-U/view?usp=sharing)
[Vision](https://drive.google.com/file/d/13fKq1V-zLbLBWPw3zP4EZxyMXyOiJWPi/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1My9PPoa9oYv7ZaPdsoXq4FyqRCHHA_4c/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html) | [Wheel](https://drive.google.com/file/d/1E4bP9NAG5pDSXGWYPGsJ5uzFBq47VN14/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1mqNqUC1t0MekF5h1WCEqt3soKWhc6Py4/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1PrqFOPHxrbLGEMuxBTxYY-Ubjk-l88_Z/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html) |  ||||||||

| Raspberry Pi **64-bit Buster**
(Python 3.7) | | [Wheel](https://drive.google.com/file/d/1FQw6NgT9k3paiAhEbq0ibkVSIGNLAyro/view?usp=share_link)
[Vision](https://drive.google.com/file/d/1m6wEbl_jJGaQL-vg4zkNfc9TNwl2_J4o/view?usp=share_link)
[LibTorch](https://drive.google.com/file/d/1pt5LGdYDL5KJjcKcbjVjrCYZTJVOOlGT/view?usp=share_link)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html)  | [Wheel](https://drive.google.com/file/d/1q0NJABGqXIHnOPbFUNrMZvNvrzNAWklq/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1b6hfBZ4US9ukMhd5f0AKDxhHtKSofbNG/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1rJPFWkm3WWw1Vx8gZWf3hTCZ0v8yFn_S/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html) |[Wheel](https://drive.google.com/file/d/1gAxP9q94pMeHQ1XOvLHqjEcmgyxjlY_R/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1btEPxKYfL6OP1Xaedly-ttfPTH-mu4fp/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1sj2V0RONtSLHHjmQ904U82YjdV0TM5bf/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html)|[Wheel](https://drive.google.com/file/d/1y-X1UGC43xUfnycJcuDp7tlyFi8QHxvs/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1uQgjrucNSfpliGBWeKUOuo4XGWiBaxQx/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1nC_gWNjFirZz74wV4z7t2un4ktCtlRpI/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html)| [Wheel](https://drive.google.com/file/d/18KztAf3W_kqFYP2f9uqLj3HBdhoMvVe4/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1XyYG6hHh7QYaLrvE-mByvhNK_0rLOd0G/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1yhFMxngRq_RY2DPWwqZ8wwNmzBBjzrHR/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html) | [Wheel](https://drive.google.com/file/d/1JF3x556B1ZPe7rp3ogyZiCJPCDsu57RY/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1isEX4w4oegkYpv7WalvYPkTpPCcI4CUR/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1kpAb7qIGD0ICy8HYHDGMiY0Yj-K-eGAP/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html) | [Wheel](https://drive.google.com/file/d/1o2PjvvKkHpYx7QMfMLUoNck7ZiE_TGgR/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1H3YLkOicAN78tBLAmzCx2lt_WBjjmFCz/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1XpdE-AG4QMz1HE8bDdpiKw1Fpl3Em0kK/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html) ||||||||

| Raspberry Pi **Ubuntu 18.04**
(Python 3.6) | | | |  |  |  | [Wheel](https://drive.google.com/file/d/18WNCbSLeQCZUJuXf-0yhzopDR6p4SkYn/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1QhUPbWvotJQyUfF8ZxYgFHDPHLQagC3U/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1ORi9-9q82CoxdL7TmnZ7-e3qFzqJ-DAD/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html) | [Wheel](https://drive.google.com/file/d/1ciFrD5BekDd1ubVOCwK-oGfSUJwF8_WA/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1hpJ_5esV4VAHy8Bq8ZJ8SuD2w8M8Dw3m/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1wbJTRxrFHZ6UOAzZ8w8RU0rYdyWibDNS/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html) |  

| Raspberry Pi **Ubuntu 20.04**
(Python 3.8) | | | |  | [Wheel](https://drive.google.com/file/d/1W7hhNG_HJUyY0sk1dBikbSRyAJr_Nyc4/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1SmWRjEyizWT7iumXUZATZuBSfQt0gJ8o/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1iV2c7fENEG8L6-9l2CL_0o5Z1kJ53YB-/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html) | [Wheel](https://drive.google.com/file/d/12GH3r-uaRxUIzcHHWcfXtisXk71OZbF0/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1VgEinJIu5e38h1aKaFSn8A1F1MaNeM5g/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1bC34mTPJbtHZX_c675dUdmFHo8d8X9jT/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-raspberry-pi-4.html) ||||

| Jetson Nano JetPack 4.6
(Python 3.6) | | | | | [Wheel](https://drive.google.com/file/d/1TqC6_2cwqiYacjoLhLgrZoap6-sVL2sd/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1C7y6VSIBkmL2RQnVy8xF9cAnrrpJiJ-K/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1izv6kmcnqXk9i7-Ey-vldjC-CGfHOGCl/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-jetson-nano.html)| [Wheel](https://drive.google.com/file/d/1wzIDZEJ9oo62_H2oL7fYTp5_-NffCXzt/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1Q2NKBs2mqkk5puFmOX_pF40yp7t-eZ32/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1E4Hfz1cj6bwGz8a72OS5uH3SnlvRyrOi/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-jetson-nano.html) | [Wheel](https://drive.google.com/file/d/1-XmTOEN0z1_-VVCI3DPwmcdC-eLT_-n3/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1BdvXkwUGGTTamM17Io4kkjIT6zgvf4BJ/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-jetson-nano.html) | [Wheel](https://drive.google.com/file/d/1aWuKu8eqkZwVzFFvguVuwkj0zdCir9qX/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1aWuKu8eqkZwVzFFvguVuwkj0zdCir9qX/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-jetson-nano.html) |

| Jetson Nano Ubuntu 20.04
(Python 3.8) | | [Wheel](https://drive.google.com/file/d/1e9FDGt2zGS5C5Pms7wzHYRb0HuupngK1/view?usp=share_link)
[Vision](https://drive.google.com/file/d/19UbYsKHhKnyeJ12VPUwcSvoxJaX7jQZ2/view?usp=share_link)
[LibTorch](https://drive.google.com/file/d/1k8nDUFUI_5_07MKkZTJzK4o1TEtks9mQ/view?usp=share_link)
[Guide](https://qengineering.eu/install-pytorch-on-jetson-nano.html) | [Wheel](https://drive.google.com/file/d/1MnVB7I4N8iVDAkogJO76CiQ2KRbyXH_e/view?usp=sharing)
[Vision](https://drive.google.com/file/d/11DPKcWzLjZa5kRXRodRJ3t9md0EMydhj/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1t0MM1Bec2XIIKK8PhQbEDOrM1Z2Xym5-/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-jetson-nano.html) | [Wheel](https://drive.google.com/file/d/1AQQuBS9skNk1mgZXMp0FmTIwjuxc81WY/view?usp=sharing)
[Vision](https://drive.google.com/file/d/1BaBhpAizP33SV_34-l3es9MOEFhhS1i2/view?usp=sharing)
[LibTorch](https://drive.google.com/file/d/1OSWB_Wv7rghpiBI3V9Rvj0ZR6bRcAZsY/view?usp=sharing)
[Guide](https://qengineering.eu/install-pytorch-on-jetson-nano.html)|||

We compiled the _**Pytorch 1.x versions**_ with the **clang** compiler to prevent issues with the ARM NEON registers and the GNU compiler. For instance [#61110](https://github.com/pytorch/pytorch/issues/61110) and [#65673](https://github.com/pytorch/pytorch/issues/65673).



![output image]( https://qengineering.eu/images/ClangRPi.png )



![output image]( https://qengineering.eu/images/Torch_1_10_0_Jetson_Succes_GitHub.webp )


**Pytorch 2.0 was build with the GNU compiler.**



#### :heavy_exclamation_mark: C++ programmers please note

You should also use the clang compiler if you want to compile _**Pytorch 1.x versions**_ C++ code yourself.


The GNU GCC compiler will give you 'no expression errors'.


```

# set clang compiler at the command line

$ export CC=clang

$ export CXX=clang++

```

Don't worry if you plan to use Python. It only applies to C++ users.


-----------------

![output image](https://qengineering.eu/images/SDcard16GB_tiny.jpg) Find PyTorch and TorchVision with other frameworks and deep-learning examples on our [SD-image](https://github.com/Qengineering/RPi-image)

-----------------

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