Create Ses image out of engine output

AI & Data Science Deep Learning (Training & Inference) TensorRT
1

Description

i am getting a tensor in the size of 51264018 for 18 classes. I am trying to get the info into a picture base of a color map.

Environment : linux

TensorRT Version : 8.2.3:
GPU Type : A6000:
Nvidia Driver Version : 460:
CUDA Version: 11.2:
**CUDNN Version : 9.1.85 **:
ubuntu 18.04:
Python 3.6:

Relevant Files

uploads:

  • onnx model
  • onnx2tensorrt
    -test.trt (trt file i have been using)
    -show trt image
  • 2 images of the source and after Ses by the model
    NVIDIA - Google Drive

Steps To Reproduce

  1. run show trt image and change params location as needed
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!