Screen freezes when training model

Autonomous Machines Jetson & Embedded Systems Jetson Nano
1

When I run the Collision Avoidance - Train Model (ResNet18) the Jetson Nano screen freezes. It’s at the last part of the code (blue highlighted section):

error2
error21920×1080 158 KB

Any help would be appreciated, thanks!

3

Hi,

Could you monitor the system with tegrastats in another console as well?
Usually, screen freeze is caused by running out of memory or high GPU utilization.

$ sudo tegrastats

Thanks.

4

memory_issue
memory_issue1920×2560 684 KB

I added a picture of how it looked like when the screen was frozen. When I ran it this time I also got a popup saying there was not a lot of memory left. Do you have any idea on how to solve this?

Thanks.

5

I’m closing this topic due to there is no update from you for a period, assuming this issue was resolved.
If still need the support, please open a new topic. Thanks

Hi,

Could you lower the batch_size value to see if it helps?
Thanks.

6

This topic was automatically closed 14 days after the last reply. New replies are no longer allowed.