DeepViewRT Installation

Anonymous123 — Thu, 13 Jul 2023 12:47:36 GMT

Hello Community,

I have a machine-learning model that I wanna deploy on the i.MX8MPlus processor, I installed the eIQ Toolkit 1.7.3 on my host machine and converted my model into the DeepViewRT format (.rtm).

My target hardware is the DEBIX Model A board, it has the NXP i.MX8MPlus processor, I flashed the board with the official DEBIX Ubuntu 22.04 image, and tried to install the DeepViewRT 2.44 found in:

<eIQ_Install_dir>/deepviewrt

And I got the following error (missed packages the DeepviewRT requires):

Selecting previously unselected package deepview-rt. (Reading database ... 74436 files and directories currently installed.) Preparing to unpack deepview-rt_2.4.44-aarch64-r0_arm64.deb ... Unpacking deepview-rt (2.4.44-aarch64-r0) ... dpkg: dependency problems prevent configuration of deepview-rt: deepview-rt depends on libopenvx-imx (>= 6.4.3.p4.2-aarch64); however: Package libopenvx-imx is not installed. deepview-rt depends on nn-imx; however: Package nn-imx is not installed. deepview-rt depends on onnxruntime; however: Package onnxruntime is not installed. deepview-rt depends on tensorflow-lite; however: Package tensorflow-lite is not installed. dpkg: error processing package deepview-rt (--install): dependency problems - leaving unconfigured Errors were encountered while processing: deepview-rt

Where I can get these missed packages from? or how would I get the DeepViewRT installed on my target hardware?

Kind regards,

Re: DeepViewRT Installation

brian14 — Thu, 20 Jul 2023 16:11:57 GMT

Hi @Anonymous123,

This is an image provided by DEBIX and it seems that the machine learning layer is not included in the build image process and doesn’t support machine learning execution.
Please contact DEBIX support to correctly implement this package on this target.

Have a great day!

Best regards, Brian.

topic DeepViewRT Installation in i.MX Processors

DeepViewRT Installation

Re: DeepViewRT Installation