Help installing tflite-runtime

TensorFlow General Discussion
1

Hello,

I’m trying to install tflite-runtime on a Raspberry Pi 3A+ running Ubuntu 20.04. My architecture is aarch64. I’m running Python 3.10.6.

python3 pip install tflite-runtime results in
ERROR: Could not find a version that satisfies the requirement tflite-runtime (from versions: none)

In looking at the documentation Quickstart for Linux-based devices with Python  |  TensorFlow Lite
it says that there are prebuilt Python wheels for * Linux aarch64 (e.g. Raspberry Pi 3, 4 running Debian ARM64)

I’m not very OS savvy, so I must be missing something. But everything I have read shows that what I have should be supported.

This system is pretty much out of the box from a install straight from the Raspberry Pi flasher. All I have done is install python3-dev and python3-pip and upgrade pip.

Any help getting this installed would be appreciated.

1 Like
3

Hi @MABeatty1978 ,

Do you have numpy installed in your system?
Install numpy and try to install again tflite runtime checking some versions from here

You can do python3 -m pip install tflite-runtime and let the system decide what version of tflite-runtime is suitable for your system.

Get back with some feedback if that solved the issue.

Regards

5

If the reply from @George_Soloupis didn’t solve your problem and to those that might run into this issue in the future, you can try this solution I saw on SlackOverflow:

For Debian Linux or a derivative of Debian (including Raspberry Pi OS), you should install from our Debian package repo. This requires that you add a new repo list and key to your system and then install as follows:

echo "deb https://packages.cloud.google.com/apt coral-edgetpu-stable main" | sudo tee /etc/apt/sources.list.d/coral-edgetpu.list
curl https://packages.cloud.google.com/apt/doc/apt-key.gpg | sudo apt-key add -
sudo apt-get update
sudo apt-get install python3-tflite-runtime

For people that uses other type of systems, you can install with pip3

pip3 install --extra-index-url https://google-coral.github.io/py-repo/ tflite_runtime

Original answer on Slackoverflow here.

Credit to Unmitigated for the original answer