mirror of
https://github.com/PaddlePaddle/FastDeploy.git
synced 2025-12-24 13:28:13 +08:00
b7d2c0da2c
* 第一次提交 * 补充一处漏翻译 * deleted: docs/en/quantize.md * Update one translation * Update en version * Update one translation in code * Standardize one writing * Standardize one writing * Update some en version * Fix a grammer problem * Update en version for api/vision result * Merge branch 'develop' of https://github.com/charl-u/FastDeploy into develop * Checkout the link in README in vision_results/ to the en documents * Modify a title * Add link to serving/docs/ * Finish translation of demo.md * Update english version of serving/docs/ * Update title of readme * Update some links * Modify a title * Update some links * Update en version of java android README * Modify some titles * Modify some titles * Modify some titles
50 lines
2.2 KiB
Markdown
50 lines
2.2 KiB
Markdown
简体中文 | [English](README.md)
|
||
|
||
# FastDeploy 服务化部署
|
||
|
||
## 简介
|
||
|
||
FastDeploy基于[Triton Inference Server](https://github.com/triton-inference-server/server)搭建了端到端的服务化部署。底层后端使用FastDeploy高性能Runtime模块，并串联FastDeploy前后处理模块实现端到端的服务化部署。具有快速部署、使用简单、性能卓越的特性。
|
||
|
||
## 准备环境
|
||
|
||
### 环境要求
|
||
- Linux
|
||
- 如果使用GPU镜像， 要求NVIDIA Driver >= 470(如果是旧的Tesla架构GPU，如T4使用的NVIDIA Driver可以是418.40+、440.33+、450.51+、460.27+)
|
||
|
||
### 获取镜像
|
||
|
||
#### CPU镜像
|
||
CPU镜像仅支持Paddle/ONNX模型在CPU上进行服务化部署，支持的推理后端包括OpenVINO、Paddle Inference和ONNX Runtime
|
||
``` shell
|
||
docker pull registry.baidubce.com/paddlepaddle/fastdeploy:1.0.1-cpu-only-21.10
|
||
```
|
||
|
||
#### GPU镜像
|
||
GPU镜像支持Paddle/ONNX模型在GPU/CPU上进行服务化部署，支持的推理后端包括OpenVINO、TensorRT、Paddle Inference和ONNX Runtime
|
||
```
|
||
docker pull registry.baidubce.com/paddlepaddle/fastdeploy:1.0.1-gpu-cuda11.4-trt8.4-21.10
|
||
```
|
||
|
||
用户也可根据自身需求，参考如下文档自行编译镜像
|
||
- [FastDeploy服务化部署镜像编译说明](docs/zh_CN/compile.md)
|
||
|
||
## 其它文档
|
||
- [模型仓库目录说明](docs/zh_CN/model_repository.md) (说明如何准备模型仓库目录)
|
||
- [模型配置说明](docs/zh_CN/model_configuration.md) (说明runtime的配置选项)
|
||
- [服务化部署示例](docs/zh_CN/demo.md) (服务化部署示例)
|
||
- [客户端访问说明](docs/zh_CN/client.md) (客户端访问说明)
|
||
|
||
|
||
### 服务化部署示例
|
||
|
||
| 任务场景 | 模型 |
|
||
|---|---|
|
||
| Classification | [PaddleClas](../examples/vision/classification/paddleclas/serving/README.md) |
|
||
| Detection | [PaddleDetection](../examples/vision/detection/paddledetection/serving/README.md) |
|
||
| Detection | [ultralytics/YOLOv5](../examples/vision/detection/yolov5/serving/README.md) |
|
||
| NLP | [PaddleNLP/ERNIE-3.0](../examples/text/ernie-3.0/serving/README.md)|
|
||
| NLP | [PaddleNLP/UIE](../examples/text/uie/serving/README.md)|
|
||
| Speech | [PaddleSpeech/PP-TTS](../examples/audio/pp-tts/serving/README.md)|
|
||
| OCR | [PaddleOCR/PP-OCRv3](../examples/vision/ocr/PP-OCRv3/serving/README.md)|
|