Awesome
About this repository
ONNX Runtime is a cross-platform, high performance scoring engine for ML models. You can get Python bindings for Linux, Windows, Mac on x64 and arm64 platform from pypi. The project does not provide pre-built packages for Raspbery Pi Linux 32bit (ARM32v7) as of today. Instead it has an instruction on how to build ONNX Runtime from the source code.
Building package takes a lot of time. This repository provides pre-built Python ONNX Runtime Python wheel packages for Raspberry pi for convenience.
There is NO WARRANTY of any kind at all.
Files
wheels/
This directory has built packages.
- wheels/bullseye/
- Built python wheel packages for Raspberry Pi OS based on Debian Bullseye (Relase date: 2021-10-30~).
- wheels/buster/
- Built python wheel packages for Raspbian Buster and Raspberry Pi OS based on Debian Buster.
- wheels/stretch/
- Built python wheel packages for Raspbian Stretch.
See your raspberry pi's /etc/debian_version file to find your OS version.
value of /etc/debian_version | Debian codename |
|---|---|
| 11.x | Bullseye |
| 10.x | Buster |
| 9.x | Stretch |
Wheels are built on Raspberry Pi with this procedure since v1.6.0.
Building ONNX Runtime wheel for Raspberry Pi 32bit on Docker with Qemu stopped working since 2020 summer.
build.sh
A script to build ONNX Runtime wheels for armv7-linux on Docker with Qemu.
It builds wheels for Python 3.8, 3.9, 3.10 and 3.11.
You need docker to run it.
Usage:
$ sudo ./build.sh
Dockerfile-arm32v7.template
A Dockerfile template used in build.sh.