Quantization YOLOv10s to UINT16 for Hailo8L

General
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1

Hey community!

I’m trying to quantize YOLOv10s into UINT16. I managed to do it in YOLOv8S and M. For this, I need to visualize the model layer graph to get the name of the “Convd” layer.

  • Does anyone know how to visualize the model layer graph?
  • Does anyone maybe have the names of all the layers and could post it here or send me a DM?

Thank you in advance and I appreciate your support.

2

hailo visualize </path/to/model/har>

3

https://netron.app/ is another option - it works with HAR files

4

Thanks @Nadav and @nina-vilela,

Without the .HAR file, the Netron App doesn’t let me know the naming convention used in each Conv2D layer in YOLOv10S for the quantization process to UINT16. For example convd71, convd66, etc. This is crucial for the custom quantization.

Is there any other way? Thanks again.

5

You can parse the pretrained model to generate the har file. For example:

hailomz parse yolov10s