# LitLeo/TensorRT_Tutorial

Repository: https://github.com/LitLeo/TensorRT_Tutorial
Canonical: https://ross.abutalabs.com/products/tensorrt_tutorial
Language: C++
License Family: other
Last push: 2024-03-13T03:51:19+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 3416, "days_push": 903, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1051, forks 196 (observed 2026-08-28T04:03:23.233328+00:00)

## What it is
A Chinese-language tutorial and resource collection for NVIDIA TensorRT, including translated user guides, sample walkthroughs, plugin development guides, and video lessons. It focuses on high-performance deep learning inference on NVIDIA GPUs, covering INT8 quantization and custom plugin creation.

## Use cases
- learn how to use TensorRT for deep learning inference
- understand INT8 quantization and calibration in TensorRT
- write custom TensorRT plugins for unsupported layers
- find TensorRT documentation and samples explained in Chinese
- speed up model inference on NVIDIA GPUs
- compare ways to convert models to TensorRT

## When to choose
- you are a Chinese-speaking developer learning TensorRT from scratch
- you need practical guidance on TensorRT plugins and INT8 optimization
- you want curated links to TensorRT resources, blogs, and videos

## When to avoid
- you need official, up-to-date English documentation
- you want a maintained software library rather than a tutorial
- you use inference runtimes other than TensorRT

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: deep-learning, machine-learning, gpu-computing, documentation
- domain: deep-learning, gpu-computing, tutorials, developer-tools
- platform: cpp
- tags: tensorrt, inference-optimization, int8-quantization, cuda, chinese-translation, plugins, gpu, linux

## Member repositories
- LitLeo/TensorRT_Tutorial (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:23.233328+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T06:59:47.608808+00:00, confidence not recorded.
  - readme: https://github.com/LitLeo/TensorRT_Tutorial (fetched 2026-08-28T04:03:23.233328+00:00, sha b98d189f9651)
- Data as of 2026-08-30T08:39:29.467469+00:00.