How to run multiple neural networks in parallel to classify images

[howiewang]

Hi, all. I am new to jetbot and deeplearning. A question bothered me for a long time. How to run road_following and collision_avoidaance parallel on the jetbot ?
I tried

import Threading

, but due to the existence of the GIL, this does not seem to be feasible.

So, How to run multiple neural networks in parallel for classify images? Does anyone have a better suggestion?

Thanks for reading this topic, and pls forgive me if the poor English expression confuses you.
Best wishes
Howie

[AastaLLL]

Hi,

You can create multiple threads or multiple process for the different models.
A sample for TensorRT with python mulit-threading can be found here:

How to use TensorRT by the multi-threading package of python

Hi all, Purpose: So far I need to put the TensorRT in the second threading. I have read this document but I still have no idea how to exactly do TensorRT part on python. I already have a sample which can successfully run on TRT. Now I just want to run a really simple multi-threading code with TensorRT. (I have done to generate the TensorRT engine, so I will load an engine and do TensorRT inference by multi-threading.) Here is my code below. (Without the Tensorrt code) import threading im…

Thanks.

[howiewang]

Thanks, I will learn how to use TensorRT.😀