topic Re: When will ML (Machine Learning) support be available for the NXP Debian release?" in i.MX Processors

When will ML (Machine Learning) support be available for the NXP Debian release?"

charleshuang — Mon, 10 Feb 2025 03:13:21 GMT

Hi NXP Team

About the NXP release Debian 24.12 version.

Currently, we need to remove ML and eIQ AI/ML components(eflite) to successfully compile the NXP Debian version.

When will ML (Machine Learning) support be available for the NXP Debian 24.12 release?"

Thanks.

Re: When will ML (Machine Learning) support be available for the NXP Debian release?"

yipingwang — Mon, 10 Feb 2025 08:32:25 GMT

I confirmed with Linux SDK team, in Debian 24.12 tflite can be built successfully.

Probably your problem is caused by host environment.

Run the following commands for the first time to set up the build environment.

$ cd flexbuild
$ . setup.env  (in host environment)
$ bld docker   (create or attach to docker)
$ . setup.env  (in docker environment)
$ bld host-dep (install host dependent packages)

Please provide your building error log if further assistance is needed.

Re: When will ML (Machine Learning) support be available for the NXP Debian release?"

charleshuang — Mon, 10 Feb 2025 09:22:52 GMT

Hi NXP Team and @yipingwang

Follow the two community .

https://community.nxp.com/t5/i-MX-Processors/flexbuild-v24-12-imx8mpevk-debian-build-failed-in-ml-tflite/m-p/2027399#M232974

https://community.nxp.com/t5/i-MX-Processors/flexbuild-v24-12-imx8mpevk-debian-build-failed-in-ml-tflite/m-p/2039162#M233681

Follow the two community.

The NXP team has not yet resolved the compiler issues in the Debian 24.12 version.

I encounter problems unless I remove ML and TFLite.

Do you have any solutions about don't remove ml and tflite?

Re: When will ML (Machine Learning) support be available for the NXP Debian release?"

yipingwang — Tue, 11 Feb 2025 06:18:38 GMT

I have confirmed with Linux SDK testing team, they have built i.mx8mp platform successfully and tflite is enabled in the build configuration.

Did you build in docker environment? You need to perform build 24.12 in docker environment.

In addition, please execute command "bld merge-apps" before building tflite.

If your problem persists, would you please provide your error building log when enabling tflite?

Re: When will ML (Machine Learning) support be available for the NXP Debian release?"

charleshuang — Tue, 11 Feb 2025 10:00:37 GMT

Hi @yipingwang and NXP Team

The ML build failure issue is not only affecting our company.

Other developers have encountered it as well.

https://community.nxp.com/t5/i-MX-Processors/flexbuild-v24-12-imx8mpevk-debian-build-failed-in-ml-tflite/m-p/2027399#M232974

How can this issue be resolved?

Re: When will ML (Machine Learning) support be available for the NXP Debian release?"

yipingwang — Wed, 19 Feb 2025 08:32:28 GMT

Please check whether tflite source code folder "components_lsdk2412/apps/ml/tflite/tensorflow" exists.

It seems that it failed to clone tflite source code on your target board.

Please remove folder components_lsdk2412/apps/ml/tflite/ and run the following command to check whether the source code cloning can complete.

$ bld tflite -m imx8mmevk

Please try whether you can execute the following command on your host PC.

$ git clone https://github.com/nxp-imx/tensorflow-imx.git