---
license: apache-2.0
tags:
- pp-doclayoutv3
- tensorrt
- onnx
- document-layout-analysis
pipeline_tag: object-detection
library_name: paddlex
---

# PP-DocLayoutV3 TensorRT

## Contents

```text
onnx/inference.onnx
paddlex/inference.json
paddlex/inference.yml
engines/sm89-trt10.15-cuda12.6-fp16-b1_8/pp_doclayout_v3.engine
engines/sm89-trt10.15-cuda12.6-fp16-b1_8/engine_manifest.json
artifact_manifest.json
scripts/build_engine.sh
```

## Engine

```text
GPU: RTX 4090 / sm89
TensorRT: 10.15.1.29
CUDA: 12.6
Precision: FP16
Profile: batch 1-8, image 3x800x800
```

TensorRT engines are runtime-specific. Rebuild from `onnx/inference.onnx` if the engine is not compatible with the deployment GPU or TensorRT version.

## Rebuild

```bash
bash scripts/build_engine.sh
```