YOLOP convert wts to trt error

Autonomous Machines Jetson & Embedded Systems Jetson AGX Orin
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1

Description

I was convert wts to trt, model building successfully,but still have error.
Please give me help,thanks!

Environment

System: AGX Orin
TensorRT Version: 8.5.2.2
CUDA Version: 11.4
CUDNN Version: 8.6
ubuntu: 20.04

Relevant Files

t13
t131194×306 58.5 KB

2

Hi,
Request you to share the ONNX model and the script if not shared already so that we can assist you better.
Alongside you can try few things:

  1. validating your model with the below snippet

check_model.py

import sys
import onnx
filename = yourONNXmodel
model = onnx.load(filename)
onnx.checker.check_model(model).
2) Try running your model with trtexec command.

In case you are still facing issue, request you to share the trtexec “”–verbose"" log for further debugging
Thanks!

4

But my model does not convert to onnx，convert process was pth->wts->trt

6

Hi,

Since you already converted the model into a TensorRT engine, could you check if it can work with trtexec?

$ /usr/src/tensorrt/bin/trtexec --loadEngine=[file] --verbose

Thanks.