microsoft / microsoft/onnxruntime-inference-examples

Does onnxruntime EP tensorrt quantized model can directly inference via tensorrt?

Open
#101 2 comments 0 reactions 0 assignees View on GitHub

Nobody has claimed this yet.

Dominant language
C++
Stars
1.7k
Forks
414
Avg merge
1d 6h
Merged PRs (30d)
14

Description

EP tensorrt quantized int8 model, I want direcly inference via tensorrt, doesn't through onnxruntime, is that possible?

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

The issue names no file, test, or entry point. First identify the TensorRT execution-provider example and the path for quantized INT8 models, then confirm whether direct TensorRT inference without ONNX Runtime is supported; done requires a documented answer or a clearly scoped implementation plan.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.